If you're involved in information technology, you've likely encountered the complexities of working with databases. This webinar is for you! Whether you're a seasoned IT professional or aspiring to build a career in this dynamic field, understanding how to leverage AI for secure and efficient database queries is crucial. Join us to explore cutting-edge techniques that are revolutionizing the way analytics are conducted, especially in the era of conversational AI and Text to SQL.
Current State of Analytics: Discover how analytics were performed before the advent of GPT models and the challenges associated with traditional methods.
AI-Powered Solutions: Learn how AI, specifically Text to SQL, can address the challenges faced in traditional analytics by automating and streamlining the process.
Deep Dive into Text to SQL:
Challenges and Limitations of LLMs:
Are you ready to crack the code to the future?
Join us for an exclusive masterclass where you'll dive deep into the heart of Data Science, Machine Learning, and AI. This exclusive program, curated by IIT Roorkee and facilitated by CloudxLab, offers a unique blend of academic excellence and industry insights.
Wrap up with an interactive Q&A session with Prof. Tharun Reddy (Assistant Professor at IIT Roorkee) and Sandeep Giri (Founder and CEO of CloudxLab), offering invaluable insights. Whether you're starting or advancing, this event equips you to thrive in the evolving landscapes of AI and Data Science. Don't miss this educational experience with IIT Roorkee and industry-leading experts.
Masterclass Overview:
This masterclass is designed for:
Have your burning questions, doubts, and curiosity at the ready!
Welcome to the ultimate opportunity to propel your career in Data Science, Machine Learning, Artificial Intelligence, Big Data, and DevOps. Join us on the 22nd and 23rd of June for an enlightening session featuring insights from over 300+ seasoned professionals.
The Pre-Placement Talk is designed to provide invaluable insights into the industry's top companies' requirements. Whether you're a seasoned professional looking to stay ahead or a budding talent eager to break into these exciting fields, this event is tailored for you.
What to Expect:
Who Should Attend:
Are you passionate about Artificial Intelligence and looking to advance your career in this dynamic field? Do you want personalized feedback on your resume and cover letter from industry experts? We are thrilled to invite you to an exclusive event featuring Sandeep Giri, Founder of CloudxLab and Tamanna Sood, recruitment specialist, to talk about AI trends and how to navigate career choices in this field.
Event Details:
Event Agenda:
Why Attend?
Exclusive Insights: Hear from Sandeep Giri about the current and future trends in AI and how to position yourself for success.
Career Advancement: Get personalized advice on your resume and cover letter from experienced mentors and a recruitment specialist.
Networking: Connect with professionals, alumni, and peers who share your interests and ambitions.
Why Live Masterclass on Introduction to LLMs and Generative AI is a Must-Attend Session: In this engaging session, we invite you to embark on a journey into the world of Generative AI with Large Language Models (LLMs). Discover why this topic is a must-know in today's AI landscape. Join us as we demystify the concept of Generative AI and unveil the incredible potential of LLMs. We'll delve into how LLMs are reshaping natural language processing and understanding, revolutionizing the way we interact with machines.Prepare to be amazed as we showcase practical applications of Generative AI and LLMs across various industries. From chatbots to content generation, witness the transformative power of these technologies.
Join us to dive deep into the fascinating world of Generative AI and LLMs.
Key Takeaways:-
Embark on a transformative journey into the world of Data Science, Machine Learning, and Artificial Intelligence with IIT Roorkee's exclusive webinar. Join us for insights into essential concepts, real-world applications, and hands-on learning experiences facilitated by CloudxLab.
Meet distinguished mentors from IIT Roorkee, explore the institution's legacy, and discover the cutting-edge education approach of CEC. Dive into the significance of AI and Data Science, exploring applications and impact areas.
Encounter the future of AI-driven conversations with an introduction to ChatGPT and gain insights into navigating workflows in AI, ML, and Data Science.
Wrap up with an interactive Q&A session with Prof. Raksha and Sandeep Giri (Founder and CEO of CloudxLab), offering invaluable insights. Whether you're starting or advancing, this event equips you to thrive in the evolving landscapes of AI and Data Science. Don't miss this educational experience with IIT Roorkee and industry-leading experts.
The rise of AI has revolutionized chatbot development. Imagine feeding your company's documents to a chatbot and watching it effortlessly answer customer questions. It's a dream scenario for streamlined customer service. We call it Retrieval-Augmented Generation(RAG). However, there are hidden complexities in managing document-based chatbots. Some of them are:
Here's where we change the game. What if your chatbot could gather information directly from your website? Website content often holds the very answers customers seek, offering a treasure trove of publicly available data that's constantly updated alongside your site. This not only eliminates private data worries, but also empowers you to automate updates and keep your chatbot perpetually current.
And the best part? This functionality seamlessly integrates with existing document-based chatbots, taking their intelligence to the next level.
Join us for this free interactive workshop where we'll live code a complete system that lets your chatbot answer customer queries directly from your website data. Be prepared to roll up your sleeves and dive into the code alongside our experts, as we build a smarter, more dynamic assistant for your business.
Bonus: Attendees will receive FREE CERTIFICATE of participation.
Embark on a transformative journey into the world of Data Science, Machine Learning, and Artificial Intelligence with IIT Roorkee's exclusive webinar. Join us for insights into essential concepts, real-world applications, and hands-on learning experiences facilitated by CloudxLab.
Meet distinguished mentors from IIT Roorkee, explore the institution's legacy, and discover the cutting-edge education approach of CEC. Dive into the significance of AI and Data Science, exploring applications and impact areas.
Encounter the future of AI-driven conversations with an introduction to ChatGPT and gain insights into navigating workflows in AI, ML, and Data Science.
Wrap up with an interactive Q&A session with Prof. Raksha and Sandeep Giri (Founder and CEO of CloudxLab), offering invaluable insights. Whether you're starting or advancing, this event equips you to thrive in the evolving landscapes of AI and Data Science. Don't miss this educational experience with IIT Roorkee and industry-leading experts.
Hey AI Mavericks!
Ever felt bottlenecked by the limitations of current AI models? Want to unlock the full potential of Large Language Models (LLMs) in your applications? We're here to light the way with "Emerging Architectures for LLM Apps" – a session designed to catapult your projects into the future.
This isn't just another tech talk. We're exploring groundbreaking architectures that are transforming how LLMs learn, understand, and interact. Picture this: crafting AI applications that not only comprehend complex instructions but also adapt and grow smarter with every interaction. No more static models; welcome to the era of dynamic, context-aware AI solutions.
What's in Store:
Agenda:
Event Snapshot:
Plus, a live Q&A session – have your questions ready for our experts and deepen your understanding!
Mark Your Calendar: Join us on this journey to demystify the complexities of LLM architectures and unlock new possibilities in AI. Don't let this opportunity slip by! Reserve your spot now and be part of the avant-garde shaping the future of AI applications.
Your Guides to the AI Frontier:
Your guides on this exploration, bring a treasure trove of insights from their extensive careers in AI and technology and will help demystify the complexities of LLMs, making the future of AI exciting and attainable. Ready to step into the future of AI with us? Let’s explore the uncharted territories of technology together!
Are you interested in understanding the intricacies of machine learning and Natural Language Processing? Do you wish to delve deeper into the world of Artificial Intelligence and Large Language Models (LLMs)? Do you want to learn how models like ChatGPT and Gemini understand natural language and words, and make sense of their meanings? If yes, then join us for a captivating beginner-friendly masterclass where we'll start with the very basics of 'how machines understand words' and proceed to understanding the magic behind powerful Large Language Models. Learn how to perform sentiment analysis hands-on and decode the emotions hidden in text. Our main objective here is to teach the fundamental building blocks of modern Natural Language Processing with the help of sentiment analysis.
A Certificate of Participation will be provided by CloudxLab to all the attendees who fill in the Participation form which will be provided during the masterclass.
Ever feel overwhelmed by the sheer volume of data your company generates? Drowning in spreadsheets, reports, and dashboards, but still struggling to uncover actionable insights? Traditional analytics tools are great, but they often require technical expertise and can be time-consuming to navigate. What if you could leverage the power of natural language processing (NLP) to unlock insights from your data more intuitively and efficiently?
Introducing LLM-powered analytics dashboards, the revolutionary solution that bridges the gap between human intuition and machine precision. Imagine a system where you can ask your data questions in plain English and receive dynamic, interactive responses tailored to your specific needs. No more cryptic SQL queries or hours spent wrangling data – just seamless exploration and discovery at your fingertips.
1. Traditional Analytics:
2. Unlocking the Power of LLMs:
3. Live Demo: Building an LLM-Powered Dashboard (Hands-on Experience):
4. Security Considerations in a Democratized Data Landscape:
5. Becoming a Data Champion:
Don't miss this opportunity to gain a competitive edge! Register today and join us on this exciting journey into the future of data analysis.
Bonus: All attendees will receive a FREE certificate of participation and access to exclusive resources.
Ready to build your own LLM-powered analytics dashboard? Secure your spot now!
The rise of AI has revolutionized chatbot development. Imagine feeding your company's documents to a chatbot and watching it effortlessly answer customer questions. It's a dream scenario for streamlined customer service. We call it Retrieval-Augmented Generation(RAG). However, there are hidden complexities in managing document-based chatbots. Some of them are:
Here's where we change the game. What if your chatbot could gather information directly from your website? Website content often holds the very answers customers seek, offering a treasure trove of publicly available data that's constantly updated alongside your site. This not only eliminates private data worries, but also empowers you to automate updates and keep your chatbot perpetually current.
And the best part? This functionality seamlessly integrates with existing document-based chatbots, taking their intelligence to the next level.
Join us for this free interactive workshop where we'll live code a complete system that lets your chatbot answer customer queries directly from your website data. Be prepared to roll up your sleeves and dive into the code alongside our experts, as we build a smarter, more dynamic assistant for your business.
Bonus: Attendees will receive FREE CERTIFICATE of participation.
Are data limitations holding back your AI ambitions? Struggling to find enough clean, ethical, and diverse data to train your models? Facing privacy concerns or regulatory hurdles? We've all been there.
But what if there was a way to break free from these constraints and unlock the full potential of AI? Enter SYNTHETIC DATA, a revolutionary approach that's reshaping the future of AI development.
Synthetic data refers to the data artificially generated by algorithms, rather than collected from the real world. It mimics the statistical properties, patterns, and relationships of real-world data, but it doesn't involve real people, places, or events. Imagine it as a digital mirror reflecting the essence of real data, but crafted with complete control and customization.
Imagine…
This isn't a futuristic dream; it's the reality within reach with synthetic data.
Whether you're a seasoned AI expert or just curious about this transformative technology, this webinar will equip you with the knowledge and insights to propel your AI models to the next level.
Don't miss this opportunity to build your future with the power of synthetic data! Register now and unlock the next generation of AI possibilities!
Bonus: Attendees will receive FREE CERTIFICATE of participation.
Embark on a transformative journey into the world of Data Science, Machine Learning, and Artificial Intelligence with IIT Roorkee's exclusive webinar. Join us for insights into essential concepts, real-world applications, and hands-on learning experiences facilitated by CloudxLab.
Meet distinguished mentors from IIT Roorkee, explore the institution's legacy, and discover the cutting-edge education approach of CEC. Dive into the significance of AI and Data Science, exploring applications and impact areas.
Encounter the future of AI-driven conversations with an introduction to ChatGPT and gain insights into navigating workflows in AI, ML, and Data Science.
Wrap up with an interactive Q&A session with Prof. Raksha and Sandeep Giri (Founder and CEO of CloudxLab), offering invaluable insights. Whether you're starting or advancing, this event equips you to thrive in the evolving landscapes of AI and Data Science. Don't miss this educational experience with IIT Roorkee and industry-leading experts.
Kickstart your AI career with a strong foundation in Python, one of the most popular and beginner-friendly programming languages today.
Python is the most preferred language for Artificial Intelligence and Machine Learning. It is dynamic, flexible, and has minimal syntax that makes it a great starting point for beginners and professionals working in Artificial Intelligence. With Python, you can analyze huge amounts of data, recognize patterns and make predictions from data. Python also has a powerful array of libraries, frameworks, and tools that makes building large AI models easy.
Join our 2-day virtual hands-on workshop on Python with our expert instructors from Cloudxlab. This workshop is beginner friendly, and is also a perfect refresher for those with prior programming knowledge. In this workshop, you will dive into coding with Python with hands-on engaging projects. You will be guided by an instructor.
Workshop Details:
When: December 09 and December 10, 2023
Time: - EST: 2 pm - 5 pm / PST: 11 am - 3 pm
Duration: 3 hours each day (15 mins break included)
Workshop Overview:
Day 1.
Day 2.
By the end of this hands-on workshop, you'll know the fundamentals of Python, write simple programs in Python, and be equipped with the programming skills you need to take your career ahead.
Why Should you Join This Workshop?
Experienced Instructor - Sandeep Giri (Founder-Cloudxlab)
Beginner Friendly. No Prior Coding Knowledge required.
Online Lab environment -no installations required
Hands-on interactive learning
Instructor led workshop with Q&A
A Certificate of Completion will be provided by CloudxLab to all attendees who fill in the participation form.
Join us in this highly interactive, instructor-led Python workshop. Kickstart your tech career today!
Are you interested in understanding the intricacies of machine learning and Natural Language Processing? Do you wish to delve deeper into the world of Artificial Intelligence and Large Language Models (LLMs)? Do you want to learn how models like ChatGPT and BARD understand natural language and words, and make sense of their meanings? If yes, then join us for a captivating beginner-friendly masterclass where we'll start with the very basics of 'how machines understand words' and proceed to understanding the magic behind powerful Large Language Models. Learn how to perform sentiment analysis hands-on and decode the emotions hidden in text. Our main objective here is to teach the fundamental building blocks of modern Natural Language Processing with the help of sentiment analysis.
A Certificate of Participation will be provided by CloudxLab to all the attendees who fill in the Participation form which will be provided during the masterclass.
Are you interested in understanding the intricacies of machine learning and Natural Language Processing? Do you wish to delve deeper into the world of Artificial Intelligence and Large Language Models (LLMs)? Do you want to learn how models like ChatGPT and BARD understand natural language and words, and make sense of their meanings? If yes, then join us for a captivating beginner-friendly masterclass where we'll start with the very basics of 'how machines understand words' and proceed to understanding the magic behind powerful Large Language Models. Learn how to perform sentiment analysis hands-on and decode the emotions hidden in text. Our main objective here is to teach the fundamental building blocks of modern Natural Language Processing with the help of sentiment analysis.
A Certificate of Participation will be provided by CloudxLab to all the attendees who fill in the Participation form which will be provided during the masterclass.
Join us for a Free Masterclass on "Building a Future in AI and Data Science: A Roadmap, by IIT Roorkee". This 2-hour online event is designed to provide you with a comprehensive overview of Data Science and AI, including their applications, techniques, and tools. You will also get an overview of Machine Learning, the types of ML algorithms and use cases of ML. In addition, you will get insights into Data Engineering, and Artificial Intelligence. You will have the opportunity to learn from experienced professionals in the field and gain valuable insights into how to build a successful career in Data Science and AI. Whether you are a student, a professional, or simply interested in learning more about these exciting fields, this masterclass is the perfect opportunity to enhance your knowledge and skills. Register now and take the first step towards unlocking your potential in Data Science and AI.
Key takeaways:-
A Certificate of Participation will be provided by CloudxLab to all the attendees.
After ChatGPT, a new era of large language models has started. Prepare to embark on an unforgettable journey into the cutting-edge world of Large Language Models (LLMs) that will change the way you think about language and technology on 6th Oct 4 PM EDT headed by the team of CloudxLab and MYTO AI.
Join us to dive deep into the fascinating world of Generative AI and LLMs.
Meetup Agenda in Brief
Key Takeaways:-
If you are in Toronto, you can join the offline Meetup by clicking here.
Why Understanding Generative AI with Large Language Models(LLM's) is a Must-Attend Session: In this engaging session, we invite you to embark on a journey into the world of Generative AI with Large Language Models (LLMs). Discover why this topic is a must-know in today's AI landscape. Join us as we demystify the concept of Generative AI and unveil the incredible potential of LLMs. We'll delve into how LLMs are reshaping natural language processing and understanding, revolutionizing the way we interact with machines.Prepare to be amazed as we showcase practical applications of Generative AI and LLMs across various industries. From chatbots to content generation, witness the transformative power of these technologies.
Join us to dive deep into the fascinating world of Generative AI and LLMs.
Key Takeaways:-
Join us for a Free Masterclass on "How To Build A Career in Data Science and AI, by IIT Roorkee". This 2-hour online event is designed to provide you with a comprehensive overview of Data Science and AI, including their applications, techniques, and tools. You will also get an overview of Machine Learning, the types of ML algorithms and use cases of ML. In addition, you will get insights into Data Engineering, and Artificial Intelligence. You will have the opportunity to learn from experienced professionals in the field and gain valuable insights into how to build a successful career in Data Science and AI. Whether you are a student, a professional, or simply interested in learning more about these exciting fields, this masterclass is the perfect opportunity to enhance your knowledge and skills. Register now and take the first step towards unlocking your potential in Data Science and AI.
Key takeaways:-
A Certificate of Participation will be provided by CloudxLab to all the attendees.
Level up Your Language Skills: Join LangChain's Quick Start Masterclass for Beginners! Discover why LangChain is a must-try language learning solution. In this engaging session, we'll introduce you to LangChain, a framework built around Language Models (LLMs), designed to supercharge your language learning journey. Learn how LangChain combines LLMs with generative AI to create interactive chatbots that enhance your learning experience. Get hands-on with a demo project, witnessing firsthand how LangChain's LLM-driven framework can elevate your language skills. Don't miss this opportunity to unlock your true potential with LangChain's innovative approach!
Join us and unlock the secrets to language fluency with LangChain.
Key Takeaways :-
A Certificate of Participation will be provided by CloudxLab to all the attendees who fill in the Participation form.
If you are in your 12 grade, or if you are an undergraduate student in college keen to know when and how to start your career in Data Science and AI/ML, this free Masterclass is perfect for you. This Masterclass covers the essential steps you need to take to discover Data Science and Artificial Intelligence early in your career.
You will know about the core principles, applications, techniques and tools ruling the Data Science and AI ecosystem. You will get an overview of Machine Learning, its foundations, types of ML algorithms and use cases of ML.
You will get insights into industry trends and job roles in DS and AI, and valuable advice on how to kickstart your career path in the Data Science and AI landscape. You must seize this opportunity to interact with our speaker and get your questions about your career answered. Remember, the earlier you start with Data Science and AI, the better prepared you are to build your career.
Join this free Masterclass, and give yourself a competitive advantage today.
Key Takeaways :-
A Certificate of Participation will be provided by CloudxLab to all the attendees who fill in the Participation form.
'Accelerate Your Career with Python: A FREE 2-hours Masterclass for College Students and Professionals' is an incredible opportunity for anyone interested in AI and Machine Learning to get started with the programming language Python.
Python is a general purpose language that is the most preferred language for Artificial Intelligence and Machine Learning. It is dynamic, flexible, and has minimal syntax that makes it a great starting point for beginners and professionals working in Artificial Intelligence. Python makes it easy to analyze huge amounts of data, recognize patterns and make predictions from data. Python also has a powerful array of libraries, frameworks, and tools that makes building large AI models easy. Therefore, it is also the preferred language for latest AI applications like NLP, or Image Recognition.
If you are a student considering which programming language to start with, or if you are a professional interested in AI, take this Masterclass in Python and kickstart your career in AI and ML.
Key Takeaways :
A Certificate of Participation will be provided by CloudxLab to all the attendees who fill in the Participation form.
One of the major advancements in the field of AI has been GPT (Generative Pretrained Transformer) with ChatGPT revolutionizing industries in every domain possible. Another most anticipated advancement in the field of Natural Language Processing has been GPT-4, which is a more advanced and versatile model than its predecessor. Whether you want to know about the advancements of GPT-4 over GPT 3, or how GPT-4 can push the boundaries of Natural Language Processing, you are in the right place. Join us to know the magical possibilities that GPT-4 has to offer. Whether you are a Data Scientist, Data Engineer, AI aficionado, or are simply interested in NLP, this webinar will give you valuable insights on the latest model of GPT and its potential revolutionary applications across industries.
You will know:
Join us for a Free Masterclass on "How To Build A Career in Data Science and AI, by Sandeep Giri, Ex-Amazon". This 2-hour online event is designed to provide you with a comprehensive overview of Data Science and AI, including their applications, techniques, and tools. You will also get an overview of Machine Learning, the types of ML algorithms and use cases of ML. In addition, you will get insights into Data Engineering, and Artificial Intelligence. You will have the opportunity to learn from experienced professionals in the field and gain valuable insights into how to build a successful career in Data Science and AI. Whether you are a student, a professional, or simply interested in learning more about these exciting fields, this masterclass is the perfect opportunity to enhance your knowledge and skills. Register now and take the first step towards unlocking your potential in Data Science and AI.
Key takeaways:-
A Certificate of Participation will be provided by CloudxLab to all the attendees.
Join us for a Free Masterclass on "How To Build A Career in Data Science and AI, by IIT Roorkee". This 2-hour online event is designed to provide you with a comprehensive overview of Data Science and AI, including their applications, techniques, and tools. You will also get an overview of Machine Learning, the types of ML algorithms and use cases of ML. In addition, you will get insights into Data Engineering, and Artificial Intelligence. You will have the opportunity to learn from experienced professionals in the field and gain valuable insights into how to build a successful career in Data Science and AI. Whether you are a student, a professional, or simply interested in learning more about these exciting fields, this masterclass is the perfect opportunity to enhance your knowledge and skills. Register now and take the first step towards unlocking your potential in Data Science and AI.
Key takeaways:-
A Certificate of Participation will be provided by CloudxLab to all the attendees.
The recent breakthroughs in computing – (Chat)GPT and Text-to-Image Models – are reminiscent of Neil Armstrong’s first step on the moon. And very much like HTTP and browsers in 1993 – watershed moments that democratized information exploration and discovery – generative AI holds the promise of democratizing profoundly sentient machines. Of course, design and data models will be as important as machine intelligence in differentiating accurate bots from those that ramble and “hallucinate.”
Dheeraj Pandey recently mentioned: “AI is the new open source (read: oxygen). You can’t sell oxygen until you liquify it, package it in cylinders, and place them in hospitals and scuba diving clubs. The enterprise [software ecosystem] is a mundane place. The intuition for that mundane will be the only way to make Generative AI monetizable.”
Agenda:
Let’s come learn with Dheeraj on how he is thinking about building the next generation of CRM with AI and data marketplace developers in mind. The business software landscape is in tatters, and acquisition band aids are not working, neither for customers nor for investors. Collaboration, analytics, and AI cannot be retrofitted as an afterthought. GPT will dramatically redefine the enterprise, and only a modern stack – cloud-native, analytics-heavy, serverless, search-first – will do justice to the power of artificial neural networks with a trillion parameters!
I asked ChatGPT to write the description for a webinar on the architecture of ChatGPT, and here is the result:
Isn't it amazing? Also, what chatGPT told is exactly what the webinar is all about. So, don't miss this exciting opportunity to learn about the latest developments in AI technology and how ChatGPT is poised to revolutionize the way we interact with machines.
What will you learn?
The architecture of ChatGPT and its key components
A discussion of the training process for ChatGPT, including how it is able to generate human-like text
A look at some of the challenges and limitations of ChatGPT and how these can be addressed
An understanding of the impact of ChatGPT on the future of natural language processing.
An opportunity to ask questions and interact with our expert presenter on the topic.
Note: Basic Understanding of Machine Learning is required.
The Certificate of Participation will be provided by CloudxLab to all the attendees.
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, and C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered the easiest and most versatile language of all time among developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive into Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Are you curious about harnessing the power of AI to generate stunning images from text? Our upcoming webinar, "Learn How AI ( Stable Diffusion ) Generates Images from Text" is for you! Our expert speaker will dive into the technique of AI stable diffusion, explaining how it can be used to improve the quality of images generated from text. Through live demos and interactive Q&A, you'll learn how to apply this cutting-edge technology to your own projects. This webinar is perfect for developers, designers, and anyone interested in creating visually stunning content. Don't miss out on this opportunity to learn from the best, register now!
Key takeaways:-
The Certificate of Participation will be provided by CloudxLab to all the attendees.
In this Webinar, Our expert <a href="https://in.linkedin.com/in/girisandeep">Sandeep Giri</a>, Founder & CEO of <a href="https://cloudxlab.com">CloudxLab</a> will walk you through the steps to be followed to clear System Design Interview in 2023.
Is it Necessary to know the system design?
In most companies no single round after the screening round is an elimination round and the score is calculated on the basis of rubrics including the performance of all the rounds hence learning System Design is equally important as learning Data Structures and Algorithms (DSA).
But What is System Design?
System Design is the process of converting requirements into technical specifications, this process includes defining the architecture, interfaces, and components that are required to build scalable systems. To know more join the Free Webinar.
Is System Design essential even for a fresher role?
Apparently Yes, earlier System Design rounds were only for experienced candidates but these days even an entry-level role demands a good understanding of system design concepts.
Key Takeaways:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Have you heard about ChatGPT? Yes, I am talking about the latest breakthrough in the world of Artificial Intelligence which has totally changed the vision of chatbots. But, the question is, what makes it so special and better than the previous chatbots?
One of the reasons is Reinforcement Learning. ChatGPT uses Reinforcement Learning to respond more dynamically. Not only ChatGPT but, several modern technologies are using Reinforcement learning for several reasons. But, what is Reinforcement Learning?
Reinforcement learning is a powerful and widely used approach to solving complex problems and optimizing decision-making in a variety of domains, including robotics, control systems, and natural language processing.
In this webinar, we will provide a comprehensive introduction to the basic principles and concepts of reinforcement learning, as well as the key algorithms and techniques used to solve reinforcement learning tasks. By the end of this webinar, you will have a solid foundation in reinforcement learning and be well-prepared to start applying these techniques to your own projects.
Most important, you will get an opportunity to ask questions and interact with our expert presenter on the topic.
Key takeaways:-
What is Reinforcement Learning?
How do Reinforcement Learning solutions work?
What are the different types of reinforcement learning algorithms and their key features and characteristics?
How accuracy and reliability of the system can be increased by replicated learning?
What is deep Q-learning and its variant models?
Familiarity with the tools and libraries commonly used for reinforcement learning, such as OpenAI Gym, TensorFlowRL, and PyTorch.
How real-world technologies are using reinforcement learning to enhance their performance?
The Certificate of Participation will be provided by CloudxLab to all the attendees.
I asked ChatGPT to write the description for a webinar on the architecture of ChatGPT, and here is the result:
Isn't it amazing? Also, what chatGPT told is exactly what the webinar is all about. So, don't miss this exciting opportunity to learn about the latest developments in AI technology and how ChatGPT is poised to revolutionize the way we interact with machines.
What will you learn?
The architecture of ChatGPT and its key components
A discussion of the training process for ChatGPT, including how it is able to generate human-like text
A look at some of the challenges and limitations of ChatGPT and how these can be addressed
An understanding of the impact of ChatGPT on the future of natural language processing.
An opportunity to ask questions and interact with our expert presenter on the topic.
Note: Basic Understanding of Machine Learning is required.
The Certificate of Participation will be provided by CloudxLab to all the attendees.
In this Webinar, We will discuss the learning path of Data Structures and Algorithms(DSA) which is the first and most important step of cracking the coding interview in any top companies like Amazon, Google, Uber, Sprinkler, etc
Data structures are important to learn because we have to organize the data in memory at every step and knowing about data structures helps us to choose and keep developing a better way of organizing data with respect to performance and memory usage For example Stack, linked list, etc.
Algorithms are basically a set of instructions that tell the computer to perform specified calculations, We call an algorithm a good algorithm when it can perform the task more efficiently(with less space and time complexity) than others. For example Binary Search, BFS, DFS, etc.
To write a good algorithm using good data structures we need to improve our ability to solve the problems by studying DSA and solving various problems, in this webinar we will be discussing what we actually need to learn.
Key Takeaways:
This Webinar will be all about what we need to learn to become a good Software Developer (SDE).
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, and C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered the easiest and most versatile language of all time among developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive into Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
In this webinar, we will discuss a System Design problem "How to Design Twitter", System Design has become an essential part of the interview process in most companies these days.
We would learn to design API services like posting tweets, defining the data model required, etc.
In most companies no single round after the screening round is an elimination round and the score is calculated on the basis of rubrics including the performance of all the rounds hence Learning System Design is equally important as learning Data Structures and Algorithms (DSA).
But What is System Design?
System Design is the process of converting requirements into technical specifications, this process includes defining the architecture, interfaces, and components that are required to build scalable systems. To know more join the Free Webinar.
Is System Design essential even for a fresher role?
Apparently Yes, earlier System Design rounds were only for experienced candidates but these days even an entry-level role demands a good understanding of system design concepts.
Key Takeaways:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Become a MAANG Engineer by 2023!
Machine Learning is the most rapidly growing domain in the IT industry. More and more sectors are using concepts of Machine Learning for enhancing their businesses.
It is an application of AI that enables systems to learn and improve from experience without being explicitly programmed. But have you ever wondered what is the magic behind ML?
The answer is mathematics. Mathematics is the core of designing ML algorithms that can automatically learn from data and make predictions. Therefore, it is very important to understand the Maths before going into a deep understanding of ML algorithms.
As a part of this webinar, we will discuss the correlation between Machine Learning and Mathematics in detail. We will further look into its importance during the interviews for Machine Learning job role.
Key Takeaways:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Become a MAANG Engineer by 2023!
Machine Learning is the most rapidly growing domain in the IT industry. More and more sectors are using concepts of Machine Learning for enhancing their businesses. This is the reason why the Machine Learning round is becoming a bit common during technical interviews. We encountered that when it comes to learning, there is plenty of content available to learn but most beginners get confused among various options and resources.
In this webinar, we will discuss the step-by-step guide to follow to crack the Machine Learning round in a technical interview. We will also discuss on most common Machine Learning questions asked during the interview.
Key Takeaways:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
DevOps is a set of practices that combines software development and IT operations. It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.
As part of this masterclass, we will discuss:
A certificate of participation will be provided for this session.
The webinar aims to offer a macro understanding of Artificial Intelligence & Machine Learning and its applications in the field of Management and Business.
With the rise of AI and Machine Learning (ML) in business, the conventional method is changing to become more technology-driven. It has become more important than ever to understand the building blocks of AI and set the strategic technical direction for the entire team and the organization.
There is a general perception that a lot of mathematics is required to learn AI. However, we believe that anybody can learn AI and apply that knowledge at work or, even in our day-to-day life.
In this webinar, we will discuss:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
In this Hands-On Webinar, we will understand how we could dockerize a flask application based on microservices while deploying a Deep Learning model. Microservices architecture is one of the prominent and agile ways of building applications in the industry.
Further, dockerizing an application is important in order to avoid compatibility issues of the app with various machines.
In this webinar, you will learn the basics of how to dockerize a micro-services-based application. We would create containers for the microservices, and establish communication between these docker containers.
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Check out our courses on Machine Learning, Deep Learning, AI, DevOps, and more here.
A full-stack engineer is basically a software engineer who can build the software end to end. Whether you are a machine learning engineer, data engineer, or fresher, understanding full-stack engineering is a must. This is the reason that maximum companies look for full-stack engineers.
If you have been wondering how to start a career in full-stack engineering or software engineering in general, please join this webinar.
As part of this webinar, we will discuss:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Become a Machine Learning Engineer by 2023!
In this webinar, we will talk about the roadmap or learning path we should follow to become a machine learning engineer in a short span of time. We encountered that when it comes to learning there is plenty of content available to learn but most beginners get confused among various options and resources, in this webinar we will discuss the step-by-step guide to follow to crack Machine-Learning-based interviews for job profiles such as Data Scientist, Machine Learning Engineer, AI Engineer or ML Researcher.
Key Takeaways:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, and C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this masterclass, we will be taking a deeper dive into Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
In this Masterclass, we will discuss System Design which has become an important part of the interview process in most companies these days.
In most companies no single round after the screening round is an elimination round and the score is calculated on the basis of rubrics including the performance of all the rounds hence Learning System Design is equally important as learning Data Structures and Algorithms (DSA).
But What is System Design?
System Design is the process of converting requirements into technical specifications, this process includes defining the architecture, interfaces, and components that are required to build a scalable system. To know more join the free Masterclass.
Is System Design important even for a fresher role?
Apparently Yes, earlier System Design rounds were only for experienced candidates but these days even an entry-level role demands a good understanding of system design concepts.
Key Takeaways:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
In this Webinar, We will discuss the learning path of Data Structures and Algorithms(DSA) which is the first and most important step of cracking the coding interview in any top companies like Amazon, Google, Uber, Sprinkler, etc
Data structures are important to learn because we have to organize the data in memory at every step and knowing about data structures helps us to choose and keep developing a better way of organizing data with respect to performance and memory usage For example Stack, linked list, etc.
Algorithms are basically a set of instructions that tell the computer to perform specified calculations, We call an algorithm a good algorithm when it can perform the task more efficiently(with less space and time complexity) than others. For example Binary Search, BFS, DFS, etc.
To write a good algorithm using good data structures we need to improve our ability to solve the problems by studying DSA and solving various problems, in this webinar we will be discussing what we actually need to learn.
Key Takeaways:
This Webinar will be all about what we need to learn to become a good Software Developer (SDE).
The Certificate of Participation will be provided from CloudxLab to all the attendees.
A full-stack engineer is basically a software engineer who can build the software end to end. Whether you are a machine learning engineer, data engineer, or fresher, understanding full-stack engineering is a must. This is the reason that maximum companies look for full-stack engineers.
If you have been wondering how to start a career in full-stack engineering or software engineering in general, please join this webinar.
As part of this webinar, we will discuss:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
A full-stack engineer is basically a software engineer who can build the software end to end. Whether you are a machine learning engineer, data engineer, or fresher, understanding full-stack engineering is a must. This is the reason that maximum companies look for full-stack engineers.
If you have been wondering how to start a career in full-stack engineering or software engineering in general, please join this webinar.
As part of this webinar, we will discuss:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than the others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive into Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
DevOps is a set of practices that combines software development and IT operations. It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
System Design is important because it provides sufficiently detailed data and information about the system to satisfy the given requirements.
It is a common question in interviews to ask about how to build a popular service like Instagram, a cross-platform photo-sharing app used by billions. Chances are you're using the app right now! So, let's learn how to tackle such questions in the interview. With this background, the webinar aims to offer an understanding of system design and building Instagram.
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than the others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive into Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
With the rise of AI and machine learning (ML) in business. The conventional method is changing to become more technology-driven. It has become more important than ever to understand the building blocks of AI and set the strategic technical direction for the entire team and the organization.
There is a general perception is that a lot of mathematics is required to learn AI. However, we believe that anybody can learn AI and apply that knowledge at work or, even in our day-to-day life.
With this background, the webinar aims to offer a macro understanding of AI & ML, and their applications in the field of management and business.
In this webinar, the agenda for this webinar is:
Check out our course on Executive Certificate Course on Advanced AI for Managers By IIT Roorkee here.
The Certificate of Participation will be provided from CloudxLab to all the attendees.
With the rise of AI and machine learning (ML) in business. The conventional method is changing to become more technology-driven. It has become more important than ever to understand the building blocks of AI and set the strategic technical direction for the entire team and the organization.
There is a general perception is that a lot of mathematics is required to learn AI. However, we believe that anybody can learn AI and apply that knowledge at work or, even in our day-to-day life.
With this background, the webinar aims to offer a macro understanding of AI & ML, and their applications in the field of management and business.
In this webinar, the agenda for this webinar is:
Check out our course on Executive Certificate Course on Advanced AI for Managers By IIT Roorkee here.
The Certificate of Participation will be provided from CloudxLab to all the attendees.
With the rise of AI and machine learning (ML), the conventional quantitative methods of investing in financial markets stand at an extreme disadvantage. Particularly so because the advent of algorithmic low latency trading has completely changed the landscape of modern financial markets. AI and Machine learning algorithms are able to exploit the inefficiencies of financial markets within a fraction of a second. Therefore, in this battle of speed, technology, and efficiency, only those investors may be able to build capital that is equipped with the knowledge of the latest tools -that is, AI and ML.
With this background, the webinar aims to offer a macro understanding of AI and ML applications in the field of investment management, through solving real-life financial market problems, using python programming.
In this webinar, the agenda for this webinar is:
Check out our course on Executive Certificate Course on Advanced AI for Investments By IIT Roorkee here.
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than the others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered as the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive in Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Check out the Webinar Recording Here
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DevOps is a set of practices that combines software development and IT operations. It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Artificial Intelligence and Machine Learning are behind these innovations. In recent times, it has been proven that machine learning and ai approaches to solving a problem give far better accuracy than other approaches.
The Agenda of the Webinar:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
DevOps is a set of practices that combines software development and IT operations. It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than the others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered as the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive in Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
DevOps is a set of practices that combines software development and IT operations. It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
Dear Parent,
We have an exciting announcement this event. We invite you to explore curiosity with us.
Curiosity. It spurs us to think. It drives us to create. It makes us push boundaries and build what could only be imagined. Our children, your children, are extremely curious. They play with sand for hours, they juggle pieces of a puzzle, they explore, they build, only because they are curious. And with the right channeling of curiosity, they can be creators of dramatic proportions. But as parents, are we giving them a playing field to explore their curiosity?
We, at DaVinci Jr, are resetting the learning field. We want your children to be active learners. We want them to be curious and create what holds their interest most. And with the new normal, what better than learning how to build an online game?
Yes, your child can build a game with us, and learn concepts of coding, Math, visual design, Physics, and storytelling in the process. And you can empower them to build. Why not join us for a webinar to explore how you can design your child’s future.
Learn more about DaVinci Jr at davincijr.com
The agenda for this webinar is:
Check out our course on Executive Course on Accelerators for Deep Learning By IIT Roorkee here.
The Certificate of Participation will be provided from CloudxLab to all the attendees.
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The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than the others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered as the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive in Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Data Science, Machine learning, and AI are behind these innovations. In recent times, it has been proven that machine learning and ai approaches to solving a problem give far better accuracy than other approaches.
The Agenda of the Webinar:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The field of Artificial Intelligence (AI) is influencing all domains that require inference and human decision-making. AI and its subfields of Machine Learning (ML) and Deep Learning (DL) can be applied to effectively and efficiently analyze the large volume of earth science data collected over decades. There are petabytes of freely available data from multiple organizations across the globe to be used for studying earth science including global change and the phenomenon directly impacting the health of the planet, its inhabitants, and the relationship between these. This webinar provides an introduction to AI in Earth Sciences and how it opens avenues to a new world of possibilities.
Agenda of the webinar:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than the others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered as the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive in Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
If we look at the current trend in the market, it is very clear that every company is moving towards adopting AI, Data Science, and MLOps into their company process. Every company is looking for problem solvers. These technologies today are used to recognize people (face recognition), detecting a threat, building a robot, or making an autonomous car.
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The agenda for this webinar is:
The Agenda of the Event:
Check out our Executive PG Certificate Programs By IIT Roorkee here.
DevOps is a set of practices that combines software development and IT operations. It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
DevOps is a set of practices that combines software development and IT operations. It aims to shorten the systems development life cycle and provide continuous delivery with high software quality.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
The agenda for this webinar is:
Check out our course on Executive Course on Accelerators for Deep Learning By IIT Roorkee here.
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The agenda for this webinar is:
Check out our courses on Machine Learning, Deep Learning, AI, DevOps, and more here.
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than the others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered as the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive in Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The event is organized in collaboration with IEEE TCET.
Agenda of the Webinar:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The event is organized in collaboration with SIIC IIT Kanpur.
In this webinar, we will deep dive into how the new approach is different from the existing approach to entrepreneurship.
In this Hands-On Webinar, we will understand how we could dockerize a flask application based on microservices while deploying a Deep Learning model. Microservices architecture is one of the prominent and agile ways of building applications in the industry.
Further, dockerizing an application is important in order to avoid compatibility issues of the app with various machines.
In this webinar, you will learn the basics of how to dockerize a micro-services-based application. We would create containers for the microservices, and establish communication between these docker containers.
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Check out our courses on Machine Learning, Deep Learning, AI, DevOps, and more here.
In this Hands-On Webinar. We will refactor the entire codebase of the project How to Deploy an Image Classification Model using Flask. That monolithic code will be refactored to form two microservices - the flask service and model service. The model service acts as a server that renders pretrained Tensorflow model as a deep learning API, and keeps listening for any incoming requests. The flask service requests the model service, and displays the response from the model server. This way, we write cleaner code and promote service isolation.
Further, we will introduce an engineering technique, wherein we introduce the concept of asynchrony using ZMQ networking library, in order to reduce deep learning api response time and thus make the app faster in return. By integrating ZMQ with this client-server architecture, we improve the latency of this microservice-based app. Upon completing this project, we would optimize inference time to classify the input image, and make it a low-latency web application, thus making it deployable in real-time production environments.
Blog : Improving the Performance of Deep-Learning based Flask App with ZMQ
This project depends on another project: How to Deploy an Image Classification Model using Flask
The Code YouTube Video
Skills you will develop:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Check out our courses on Machine Learning and Deep Learning here.
In this Hands-On Webinar. We will start with a comprehensive understanding of how to deploy a deep learning model as a web application using the Flask framework.
Developing a machine learning or deep learning model is very important to solve problems using AI. On the other hand, it is equally important to have a knowledge of how to deploy those amazing problem-solving models into such an interface which enables the users to make use of these solutions. Even many apps we use today, like YouTube, Amazon/Flipkart shopping, FaceApps(which predict our gender or age) make use of machine learning and deep learning, and we are able to interact with them using a web interface. So we need to understand how to integrate the models with a web interface so that the users - be them programmers or non-programmers or any other common users - could easily interact and obtain the solutions from these well-trained and well-performing models.
In this project, we will understand how to develop a web interface using Flask for a pre-trained TensorFlow 2 model built for predicting the class of an input image.
Skills you will develop:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Check out our courses on Machine Learning and Deep Learning here
In this Hands-On Webinar. We aim to impart the knowledge of how to access the pre-trained models(here we get pre-trained ResNet model) from Keras of TensorFlow 2, and appreciate its powerful classification capacity by making the model predict the class of an input image.
Understanding the pre-trained models is very important because this forms the basis of transfer learning. one of the most appreciated techniques to perform the classification of a different task thus reducing the training time, the number of iterations, and resource consumption. Learning about the pre-trained models and working hands-on with such models is thus very crucial in deep learning, and the same is the aim of this project.
Skills you will develop:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Check out our courses on Machine Learning and Deep Learning here
In this Hands-On Webinar. You would start by learning how to load a dataset, visualize it, fill in the missing values, create pipelines, handle categorical variables, train models based on that data, and finally predict using that model.
This will not only help you understand how to train a machine learning model, but will also give you a detailed idea of how to clean and prepare data for machine learning, train the model, and fine-tune it in real-life projects.
Skills you will develop:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Check out our courses on Machine Learning here
Machine Learning usage in the industry is fairly nascent with most practitioners gaining expertise through online courses and working mostly within the confines of a colab. When the same practitioner is tasked with designing and deploying their first ML system, they often make the mistake of focusing entirely on the model development part and their local development environment where training rather than inference is the bottleneck; resulting in culture shock and a steep learning curve getting the model deployed to production
The objective of this webinar is to prepare the practitioner for the inevitable culture shock and minimize the learning curve by instilling production best practices that tech giants adhere to. We will present a detailed overview of the design and architectural choices behind Uber's Michelangelo: The full-stack ML ecosystem empowering hundreds of engineers and analysts to deploy thousands of models daily.
A certificate of participation will be provided for this session.
If we look at the current trend in the market, it is very clear that every company is moving towards adapting Data Science, AI, Machine Learning, or DevOps into their company process. Every company is looking for problem solvers. These technologies today are used to recognize people (face recognition), detecting a threat, building a robot, or making an autonomous car.
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Data Science, Machine learning, and AI are behind these innovations. In recent times, it has been proven that machine learning and ai approaches to solving a problem give far better accuracy than other approaches.
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Computer vision is a branch of computer science which deals with recognizing objects, people and identifying patterns in visuals. It is basically analogous to the vision of an animal.
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
Interviews can be tough and confusing with ever-changing formats. Most top software companies have changed their format of interviews for hiring Machine Learning Engineer positions in the past few years. Tune in with us where we deep dive towards this new format of interviews.
Today, MNCs usually have the following interview rounds:
As part of this discussion, you will learn how to prepare for each of the rounds and experience an Exclusive Mock Interview Session to help build your confidence as you tag along evaluating yourself as we go through it.
The Certificate of Participation will be provided from CloudxLab to all the attendees.
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than the others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered as the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive in Data Analysis Using Python
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
“Indeed, learning to write may be part of learning to read. For all I know, writing comes out of a superior devotion to reading.” — Eudora Welty
We are delighted to announce CloudxLab’s Data Science Blogathon, a competition to search for our future bloggers!
Through this contest, you will not only get a platform to showcase your knowledge with the world, but you will also get rewarded for the same. We are looking for bloggers with a technological edge, you can write about a wide range of topics as listed below:
How to participate?
Simple! Just follow the below guidelines:
What are the Rewards?
Here is the exciting part!
When will we declare the Winners?
The winners will be announced on April 27th.
Even though you need to submit your article by 11.59 pm (IST) on April 24th, the engagement for your article will count until April 25th, 11.59 pm (IST). So keep sharing your article after it's been published to increase your chances of winning!
So what are you waiting for, start writing and start sharing!
DevOps consists of software development practices and tools which aim at better and continuous integration of development and operations part of the software development life cycle to enhance efficiency.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
Most top software companies have changed their format of interviews for hiring senior software engineer positions.
In this new format of interviews, the company usually have the following interview rounds:
As part of this discussion, you will learn how to prepare for each of the rounds.
The Certificate of Participation will be provided from CloudxLab to all the attendees.
DevOps consists of software development practices and tools which aim at better and continuous integration of development and operations part of the software development life cycle to enhance the efficiency.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Data Science, Machine learning, and AI are behind these innovations. In recent times, it has been proven that machine learning and ai approaches to solving a problem give far better accuracy than other approaches.
The agenda for this webinar is:
A certificate of participation will be provided for this session from CloudxLab
Please Note: This is the first and the only free session of our Advanced Certification Courses on Data Science, ML & AI by E&ICT Academy IIT Roorkee
Machine Learning usage in the industry is fairly nascent with most practitioners gaining expertise through online courses and working mostly within the confines of a colab. When the same practitioner is tasked with designing and deploying their first ML system, they often make the mistake of focusing entirely on the model development part and their local development environment where training rather than inference is the bottleneck; resulting in culture shock and a steep learning curve getting the model deployed to production
The objective of this webinar is to prepare the practitioner for the inevitable culture shock and minimize the learning curve by instilling production best practices that tech giants adhere to. We will present a detailed overview of the design and architectural choices behind Uber's Michelangelo: The full-stack ML ecosystem empowering hundreds of engineers and analysts to deploy thousands of models daily.
A certificate of participation will be provided for this session.
The scholarship test will consist of Multiple Choice Questions (MCQs) from Basic Programming and Mathematics.
Top 5 Users will get a 10% discount on the price of the Advanced Certification Courses on Data Science, ML & AI by E&ICT Academy IIT Roorkee
Concepts to be tested:
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Data Science, Machine learning, and AI are behind these innovations. In recent times, it has been proven that machine learning and ai approaches to solving a problem give far better accuracy than other approaches.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
Please Note: This is the first and the only free session of our Advanced Certification Courses on Data Science, ML & AI by E&ICT Academy IIT Roorkee
If we look at the current trend in the market, it is very clear that every company is moving towards artificial intelligence. Every company is looking for problem solvers. Artificial Intelligence is used today in recognizing people (face recognition), detecting a threat, building a robot, or making an autonomous car.
Earlier, there used to be people who specialized in various fields Audio processing, video processing, Image Processing, etc. Today, all these branches are merging into AI.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
The scholarship test will consist of Multiple Choice Questions (MCQs) from Basic Programming and Mathematics.
Top 20 Users will get a 10% discount and Next 10 Users will get a 5% discount on the price of the Advanced Certification Courses on Data Science, ML & AI by E&ICT Academy IIT Roorkee
Concepts to be tested:
The agenda for this webinar is:
REVA University and CloudxLab have launched a 2-year Master of Science in Deep Learning and Artificial Intelligence program. This webinar will be conducted by professors from REVA University and Industry experts who will also be part of the instructor team of this course.
A certificate of participation will be provided for this session.
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Machine learning and AI are behind these innovations. In recent times, it has been proven that machine learning and ai approaches to solving a problem gives far better accuracy than other approaches.
The agenda for this webinar is:
A certificate of participation will be provided for this session.
If we look at the current trend in the market, it is very clear that every company is moving towards adapting Data Science, AI, Machine Learning, or DevOps into their company process. Every company is looking for problem solvers. These technologies today are used to recognize people (face recognition), detecting a threat, building a robot, or making an autonomous car.
The agenda for this webinar is:
The Certificate of Participation will be provided from CloudxLab to all the attendees.
If we look at the current trend in the market, it is very clear that every company is moving towards artificial intelligence. Every company is looking for problem solvers. Artificial Intelligence is used today in recognizing people (face recognition), detecting a threat, building a robot, or making an autonomous car.
Earlier, there used to be people who specialized in various fields Audio processing, video processing, Image Processing, etc. Today, all these branches are merging into AI.
The agenda for this webinar is:
The agenda for this webinar is:
REVA University and CloudxLab have launched a 2-year Master of Science in Deep Learning and Artificial Intelligence program. This webinar will be conducted by professors from REVA University and Industry experts who will also be part of the instructor team of this course.
A certificate of participation will be provided for this session.
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Machine learning is behind these innovations. In recent times, it has been proven that machine learning and deep learning approach to solving a problem gives far better accuracy than other approaches. This has led to a Tsunami in the area of Machine Learning.
The agenda for this webinar is:
The scholarship test will consist of Multiple Choice Questions (MCQs) from Basic Programming and Mathematics.
Top 10 Users will get a 30% discount on the price of the instructor-led training on Machine Learning Specialization
This specialization course is designed for those who want to gain hands-on experience in solving real-life problems using machine learning and deep learning. After finishing this specialization, you will find creative ways to apply your learnings to your work. For example
Computer vision is a branch of computer science which deals with recognizing objects, people and identifying patterns in visuals. It is basically analogous to the vision of an animal.
The agenda for this webinar is:
Note: Participation Certificate will be given only to webinar attendees.
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such an accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Machine learning is behind these innovations. In the recent times, it has been proven that machine learning and deep learning approach to solving a problem gives far better accuracy than other approaches. This has led to a Tsunami in the area of Machine Learning.
The agenda for this webinar is:
What is Big Data & why is it important
Big Data - examples and applications
Hadoop ecosystem & details of various components
Hands-on with the components in Hadoop
Understanding the Spark architecture
CloudxLab hands-on demo
What is Big Data & why is it important
Big Data - examples and applications
Hadoop ecosystem & details of various components
Hands-on with the components in Hadoop
Understanding the Spark architecture
CloudxLab hands-on demo
The scholarship test will consist of Multiple Choice Questions (MCQs) from Basic Programming and Mathematics.
Top 10 Users will get a 30% discount on the price of the instructor-led training on Machine Learning Specialization
This specialization course is designed for those who want to gain hands-on experience in solving real-life problems using machine learning and deep learning. After finishing this specialization, you will find creative ways to apply your learnings to your work. For example
If we can make computers play chess and even Jeopardy, then why can't we make them see like us?
This is a particularly perplexing question when we consider how easy we find the act of seeing which we perform countless times each day with virtually no errors.
What makes vision such a hard problem? How does the brain accomplish vision? To answer these questions we are recording brain signals at multiple scales to understand how the brain is solving this problem and using these data to improve computer vision.
In this webinar, we will be describing some of the recent findings elucidating object recognition at the behavioral, neuronal, and computational levels.
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Machine learning is behind these innovations. In recent times, it has been proven that machine learning and deep learning approach to solving a problem gives far better accuracy than other approaches. This has led to a Tsunami in the area of Machine Learning.
The agenda for this webinar is:
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than the others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered as the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive in Data Analysis Using Python
The agenda for this webinar is:
If we look at the current trend in the market, it is very clear that every company is moving towards artificial intelligence. Every company is looking for problem solvers. Artificial Intelligence is used today in recognizing people (face recognition), detecting a threat, building a robot or making an autonomous car.
Earlier, there used to be people specialized in various fields Audio processing, video processing, Image Processing, etc. Today, all these branches are merging into AI.
The agenda for this webinar is:
The most necessary thing for communication is language. We are already proficient in multiple languages to communicate with ourselves. Today, in the age of automation, where we are spending more time interacting with computers rather than the others, we must know a programming language too.
Java, JavaScript, C#, Ruby, Python, C++ are all great technologies. Generally, all these languages are good and do the job but which one is the best? Python is considered as the easiest and most versatile language of all time amongst developers. It is the most common language used by almost every industry around the globe including Google, NASA, Facebook, and IBM.
In this webinar, we will be taking a deeper dive in Data Analysis Using Python
The agenda for this webinar is:
In the current scenario, almost all the systems are becoming online. This pretty much calls to make sure that the code you write is secure. The objective of the session is to understand how to write secure code or code with the least security vulnerabilities.
This is a hands-on session with case studies and code.
The agenda for this webinar is:
Anybody who has a basic understanding in programming can attend this session.
In the current scenario, almost all the systems are becoming online. This pretty much calls to make sure that the code you write is secure. The objective of the session is to understand how to write secure code or code with the least security vulnerabilities.
This is a hands-on session with case studies and code.
The agenda for this webinar is:
Anybody who has a basic understanding in programming can attend this session.
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such an accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Machine learning is behind these innovations. In the recent times, it has been proven that machine learning and deep learning approach to solving a problem gives far better accuracy than other approaches. This has led to a Tsunami in the area of Machine Learning.
The agenda for this webinar is:
As the world enters the new era of Big Data and AI, the processing power of the usual computer has become the bottleneck. Moore's law which stated that computing power will get doubled every 2 years, has already failed in recent times. Quantum computing seems to be the only viable way forward.
While a fully-fledged quantum computer is yet to come, development over the past five years has been fast. Among others, Google recently achieved quantum supremacy via solving a mathematical problem in 200 seconds which the world’s fastest supercomputer would take 10,000 years to produce similar output whereas IBM has put prototype quantum computers on the cloud.
So this is the right time to learn about quantum computing. Hence, we are conducting an online webinar with the leaders of Quantum Computing to give an introduction about it and it's future possibilities.
The agenda for this webinar is:
If we look at the current trend in the market, it is very clear that every company is moving towards artificial intelligence. Every company is looking for problem solvers. Artificial Intelligence is used today in recognizing people (face recognition), detecting a threat, building a robot or making an autonomous car.
Earlier, there used to be people specialized in various fields Audio processing, video processing, Image Processing, etc. Today, all these branches are merging into AI.
The agenda for this webinar is:
DevOps consists of software development practices and tools which aim at better and continuous integration of development and operations part of the software development life cycle to enhance the efficiency.
The agenda for this webinar is:
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such an accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Machine learning is behind these innovations. In the recent times, it has been proven that machine learning and deep learning approach to solving a problem gives far better accuracy than other approaches. This has led to a Tsunami in the area of Machine Learning.
The agenda for this webinar is:
Have you ever wondered how self-driving cars are running on roads or how Netflix recommends the movies which you may like or how Amazon recommends you products or how Google search gives you such an accurate results or how speech recognition in your smartphone works or how the world champion was beaten at the game of Go?
Machine learning is behind these innovations. In the recent times, it has been proven that machine learning and deep learning approach to solving a problem gives far better accuracy than other approaches. This has led to a Tsunami in the area of Machine Learning.
The agenda for this webinar is:
If we look at the current trend in the market, it is very clear that every company is moving towards artificial intelligence. Every company is looking for problem solvers. Artificial Intelligence is used today in recognizing people (face recognition), detecting a threat, building a robot or making an autonomous car.
Earlier, there used to be people specialized in various fields Audio processing, video processing, Image Processing, etc. Today, all these branches are merging into AI.
The agenda for this webinar is:
If we look at the current trend in the market, it is very clear that every company is moving towards artificial intelligence. Every company is looking for problem solvers. Artificial Intelligence is used today in recognizing people (face recognition), detecting a threat, building a robot or making an autonomous car.
Earlier, there used to be people specialized in various fields Audio processing, video processing, Image Processing, etc. Today, all these branches are merging into AI.
The agenda for this webinar is:
DevOps consists of software development practices and tools which aim at better and continuous integration of development and operations part of the software development life cycle to enhance the efficiency.
The agenda for this webinar is:
Computer vision is a branch of computer science which deals with recognizing objects, people and identifying patterns in visuals. It is basically analogous to the vision of an animal.
The agenda for this webinar is:
Eligibility:
This webinar will be useful for those who are working in software development and are trying to understand the fundamentals as well as go hands-on with computer vision.
Even if you are a beginner, you may join the session.
Computer vision is a branch of computer science which deals with recognizing objects, people and identifying patterns in visuals. It is basically analogous to the vision of an animal.
The agenda for this meetup is:
Eligibility:
You should have some basic idea of machine learning. This webinar will be useful for those who are working in software development and are trying to understand the fundamentals as well as go hands-on with computer vision.
My suggestion is that even if you are a beginner, do join this session. I assure you that you won't be disappointed.
This session is mostly going to be online. So, you can ask all your friends to join from across the globe. We will be sharing the link to the meeting before the session.
Computer vision is a branch of computer science which deals with recognizing objects, people and identifying patterns in visuals. It is basically analogous to the vision of an animal.
The agenda for this meetup is:
Eligibility:
You should have some basic idea of machine learning. This webinar will be useful for those who are working in software development and are trying to understand the fundamentals as well as go hands-on with computer vision.
My suggestion is that even if you are a beginner, do join this session. I assure you that you won't be disappointed.
This session is mostly going to be online. So, you can ask all your friends to join from across the globe. We will be sharing the link to the meeting before the session.
There is massive growth in the big data space, and job opportunities are skyrocketing, making this the perfect time to launch your career in this space. CloudxLab is pleased to announce its free webinar on Big Data with Spark & Scala, to help you learn from Industry Experts with more than 15 years of experience.
Topics to be covered during the webinar
Big Data & its importance.
Big Data - examples and applications
Apache Spark and its Components - Overview
Hands-on demo on cloud-based lab
Keynotes
This is the first and the only free session of our Instructor-Led Course on Big Data with Spark & Scala. For more details, please click here
Artificial Intelligence has a significant presence in top emerging jobs in today's era. Its one of the fastest growing skills and has become inevitable, so taking a step ahead CloudxLab welcomes you to its Free Webinar on Introduction to Machine Learning Process (with Q&A Session) on 18 May'2019 with our Industry Experts.
Topics to be covered in the Webinar -
Introduction to Artificial Intelligence
Introduction to Machine Learning & Deep Learning
Keynotes
This is the first and the only free session of our Instructor Led Live Q&A training for AI for Managers course on CloudxLab, for more details, please click here
You will learn the below topics
What is Big Data & why is it important
Big Data - examples and applications
Introduction to Apache Spark and its components
Hands-on demo on cloud-based lab
Let's meet up for a fireside chat on Introduction and Careers in AI at WeWork Prestige Atlanta. This meetup is all about Artificial Intelligence. The agenda of the meetup is:
Please register yourselves at https://goo.gl/pH2wbZ
What is Big Data & why is it important
Big Data - examples and applications
Hadoop ecosystem & details of various components
Hands-on with the components in Hadoop
Understanding the Spark architecture
CloudxLab hands-on demo
Overview of Python for Machine Learning
Introduction to Machine Learning
Machine Learning - Examples
Machine Learning - Applications
Hands-on Demo on Machine Learning
What is Big Data & why is it important
Big Data - examples and applications
Introduction to Apache Spark and its components
Hands-on demo on cloud-based lab
There shall be an online test for 1.5 hours which would consist of objective questions based on mathematics required for Machine Learning.
Topics that it will cover are linear algebra, probability theory, statistics, multivariable calculus, algorithms, time complexity, aptitude and Data Interpretation,
Number of questions will be 25,
Each question will have a weightage equal to the score it is for,
No negative marking, and
The test link will be sent only 30 minutes before the scheduled start time.
What is Big Data & why is it important
Big Data - examples and applications
Hadoop ecosystem & details of various components
Hands-on with the components in Hadoop
Understanding the Spark architecture
CloudxLab hands-on demo
What is Big Data & why is it important
Big Data - examples and applications
Hadoop ecosystem & details of various components
Hands-on with the components in Hadoop
Understanding the Spark architecture
CloudxLab hands-on demo
You will learn the below topics
What is Big Data & why is it important
Big Data - examples and applications
Introduction to Apache Spark and its components
Hands-on demo on cloud-based lab
Overview of Python for Machine Learning
Introduction to Machine Learning
Machine Learning - Examples
Machine Learning - Applications
Hands-on Demo on Machine Learning
Deep learning is a promising approach for extracting accurate information from raw sensor data from IoT devices deployed in complex environments. Because of its multilayer structure, deep learning is also appropriate for the edge computing environment.
Sandeep will provide an introduction to Deep Learning, core technologies, methodologies and approach on how Deep Learning can enable IoT applications.
There shall be an online test for 1.5 hours which would consist of objective questions based on mathematics required for Machine Learning.
Topics that it will cover are linear algebra, probability theory, statistics, multivariable calculus, algorithms, time complexity, aptitude and Data Interpretation,
Number of questions will be 25,
Each question will have a weightage equal to the score it is for,
No negative marking, and
The test link will be sent only 30 minutes before the scheduled start time.
This session would broadly cover the following:
Performance measure
This session would broadly cover the following:
In this workshop, you will be introduced to six modules. Each module introduces one or two core Machine Learning concepts while working through the practical implementation.
Overview of Machine Learning
Manipulation and plotting data
Preprocessing and exploring data
Training a binary classifier
Measuring Performance
Learning Multi-class classification
