4 months
Live Online Instructor-led
IIT Roorkee
180 Days
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.
Most of the domains that were considered specializations are now being merged into Machine Learning. This has happened because of the following:
Every domain of computing such as data analysis, software engineering, and artificial intelligence is going to be impacted by Machine Learning. Therefore, every engineer, researcher, manager or scientist would be expected to know Machine Learning.
So naturally, you are excited about Machine learning and would love to dive into it. This specialization 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.
Course Certificate
Course and Project Certificate
IIT Roorkee has been ranked the best among IITs, as per the QS World Best Universities Ranking 2019. Established in 1847, it's the oldest technical institutions in Asia.
IIT Roorkee fosters a very strong entrepreneurial culture. Some of their alumni are highly successful as entrepreneurs in the new age digital economy.
CloudxLab (CxL) has been a pioneer in the edtech space for the past few years. Founded in 2015 by Sandeep Giri, an alumnus of IIT Roorkee, CxL has successfully transformed 1,000's of students' careers by offering world-class certification courses in big data, machine learning and artificial intelligence.
Some of the unique features of CxL are an exclusive gamified learning environment through the lab (read as CloudxLab), highest rated faculty, excellent student support and more.
In this project we will build a machine learning model to predict housing prices. We will learn various data manipulation, visualization and cleaning techniques using various libraries of Python like Pandas, Scikit-Learn and Matplotlib.
The MNIST dataset is considered as "Hello World!" of Machine Learning. Write your first classification logic. Starting with Binary Classification learn Multiclass, Multilabel, Multi-output classification and different error analysis techniques.
Download images of various animals and then download the latest pretrained Inception v3 model. Run the model to classify downloaded images and display the top five predictions for each image, along with the estimated probability
The purpose of this project is to show how to deploy your machine learning models to production. In this project, we'll train the MNIST model, save the model to the file, load the model from the file in the flask app and predict the digit for the new images.
This is a time series prediction task: you are given snapshots of polarimetric radar values and asked to predict the hourly rain gauge total.
Build a model to classify clothes into various categories in Fashion MNIST dataset.
Build a model that takes a noisy image as an input and outputs the clean image.
Build a basic neural network to classify if a given image is of cat or not.
Predict Stock Prices using Historical data
Project using OpenGym on Reinforcement Learning
Identify person from Digital Image or Video
These are some of the testimonials from our students
“I have been using CloudxLab for a while now, and they are amazing! The best part about using CloudxLab is that you do not need to wait for someone to tell you whether what you did was right or not, it is done automatically on the go. The training materials are of top notch quality. If you get stuck, they have a huge community of trainers and learners to help you out with all your doubts. They have a course structure for everyone, whether you are new to programming or are a seasoned programmer, they have something to offer you. And they are affordable too! I would recommend CloudxLab all the time.”
“This course is suitable for everyone. Me being a product manager had not done hands-on coding since quite some time. Python was completely new to me. However, Sandeep Giri gave us a crash course to Python and then introduced us to Machine Learning. Also, the CloudxLab’s environment was very useful to just log in and start practising coding and playing with things learnt. A good mix of theory and practical exercises and specifically the sequence of starting straight away with a project and then going deeper was a very good way of teaching. I would recommend this course to all.”
“Machine learning courses in especially the Artificial Intelligence for the manager course is excellent in CloudxLab. I have attended some of the course and able to understand as Sandeep Giri sir has taught AI course from scratch and related to our data to day life… He even takes free sessions to helps students and provides career guidance. His courses are worthy and even just by watching YouTube video anyone can easily crack the AI interview.”
“This is one of the best-designed course, very informative and well paced. The killer feature of machine/deep learning coursed from CloudxLab is the live session with access to labs for hands-on practices! With that, it becomes easy following any discourse, even if one misses the live sessions(Read that as me!). Sandeep(course instructor) has loads of patience and his way of explaining things are just remarkable. I might have better comments to add here, once I learn more! Great Jobs guys!”
Senior Software Developer at Decision Resources Group
“It has been a wonderful learning experience with CXL. This is one of the courses that will probably stay with me for a significant amount of time. The platform provides a unique opportunity to try hands-on simultaneously with the coursework in an almost real-life coding example. Besides, learning to use algebra, tech system and Git is a good refresher for anyone planning to start or stay in technology. The course covers the depth and breadth of ML topics. I specifically like the MNIST example and the depth to which it goes in explaining each and every line of code. Would definitely recommend the instructor-led course.”
“I took both the machine learning and deep learning course at CloudXLab. I came into the first part of the course with some knowledge of machine learning but the class really helped me understand some of the topics a lot clearer. I think the best part of the class is the instructor Sandeep. He is very knowledgeable and does a really good job explaining topics that can be nebulous at times. Another favorite part of the course are the online labs. I would watch the 3hr lecture the next day, and then work on the labs. The labs reinforces the lectures with questions and coding assignments. There is also a message board and a slack channel. I preferred using slack, but I think you get a quicker response if you use the message board. As far as the deep learning portion of the course, it was all new to me but I was building CNN and RNN models using TensorFlow after each 3hr lecture. Overall, I was very pleased with the course. I am hoping that CloudxLab will put together an advanced class focusing more on deploying models to the clouds, working with pipelines, DevOps etc…”
“I found the ML&DL course very well structured with ample examples and hands on exercises. Sandeep was very patient in answering questions and he made the training sessions very interactive. I would recommend this training to all who plan to take a dive into the world of machine and deep learning.”
“I have thoroughly enjoyed both the ML and DL courses from CloudXLab and will look forward to reviewing the videos/material at a later time. I’ve been to many meetups and paid sessions on ML /DL and this course beats most of them on the depth of topics and certainly breadth of topics. I’ve not taken any online courses (Andrew Ng, for example) to their conclusion, so I won’t draw a conclusion there. For an instructor-led, interactive course, I would expect to pay many times more for a class (ML and DL) such as this in the US. The instructor is easy to understand, has extensive experience, and truly cares about the student knowing the material.”
“A very well structured instructor-led course. The instructor was very thorough, and always willing to answer questions and clarify coursework, no matter how minor. The course described the theory of machine/deep learning well, but also followed through with very thorough examples to demonstrate the practical implementations of the theory. This leads nicely into the student exercises, which served to solidify the instructor's teachings and encourage experimentation. The resources provided for students was exceptional and presented in a very user-friendly format. My only complaint is that the course went quite overtime, but I also appreciate Sandeeps dedication to quality and ensuring that he finished teaching us everything adequately.”
Software Engineer
“I have been using CloudxLab for Machine Learning and based on experience I can say that they have done a fabulous job in training and certification process which makes the user so interactive with faculty and software intuitive.”
The content will be a mix of interactive self-paced lectures and live instructor-led training from industry leaders as well as renowned faculty from IIT Roorkee. Linux and Python will be provided as self-paced module before the live classes start. Additionally, the program comprises 24*7 support dedicated to solving your academic queries and reinforcing learning. The discussion forum on the CloudxLab website will also facilitate peer-to-peer interactions.
Criteria to get the course completion certificate is following-
The major project will be outside of the above 11 projects and will be assigned by faculty. Criteria of course completion certificate are met and the assigned major project is successfully completed by end of the course.
You will learn all the concepts of machine learning and deep learning. Expect to carry out several industry-relevant projects simulated as per the actual workplace. At the end of the course you will be a skilled Artificial Intelligence and Deep Learning professional as per leading industry standards.
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. Deep Learning is one of the most sought after skills in the market these days for solving any problem. With the current global situation, there is going to be a demand in highly skilled professionals in Deep Learning across all the verticals making this the perfect time to utilize the perks of online learning.
AI stands for Artificial Intelligence. Machine Learning is a branch of computer science in which we study how to achieve AI or teach machines to predict given data.
Deep Learning is part of Machine Learning in which we achieve AI using artificial neural networks. Machine Learning is in practice for many decades but it has been mostly by statistical methods. Recently, there have been tremendous advancements in the field of Deep Learning. For example, the turing award of 2018 was awarded for conceptual and engineering breakthroughs that have made deep neural networks a critical component of computing. The primary focus of this course is the Deep Learning component.
This course is an adequate mix of Applied and Theoretical Computing because it is being delivered by a group of Professors from IITs and Industry practitioners.
This course has a Cloud based Lab provided by CloudxLab and a unique auto assessment engine which checks the works of the user instantaneously.
The performance of Deep Learning algorithms is way better than classic machine learning algorithms. There are many problems related to AI which seemed impossible to solve with standard machine learning are now very much feasible with Deep Learning.
This is the reason why companies are moving to Deep Learning based solutions. Deep Learning is used today in recognizing people (face recognition), detecting a threat, building a robot or making an autonomous car. Deep Learning is being used in conjunction with existing techniques to derive efficient solutions.
Earlier, there used to be people specialized in various fields Audio processing, video processing, Image Processing etc. Today, these all branches are merging into a Deep Learning or AI.
Yes! ML/AI has become a necessity for all industries. Hence, there is a critical demand for AI Engineers in market. Due to lack of quality data professionals, it provides the highest paying job opportunities across all the industries.
World-renowned faculty of IIT-Roorkee and many industry leaders have committed a lot of time in designing, conceptualising and creating this program to make sure that the learners can have the best possible learning experience in AI and deep learning. Hence, we want to make sure that the participants of this program also show a very high level of commitment and passion for the same. The applicants will have to submit an application form followed by an aptitude test. The admission committee will review your application and respond with your application status in 48 hours after submitting the application form.
To be eligible for the program, both criteria need to be fulfilled:
We will provide 100% refund if request is raised before 11:59PM (IST) 31 July 2020 for Batch 2. After that no refund request will be entertained hence, there will be no full/partial refund.
We do not have EMI options as of now. If you are making payment using Instamojo, you can opt for EMI option on their portal. Please note that Instamojo payment gateway is only available for Indian users. Please check this link for more details here
Yes, there are will be two scholarships as follows. You can avail only one scholarship from both.
We will provide 5% discount on each if more than 10 people want to enroll together in the course.
We'd appreciate if you tell your friends and colleagues about Artificial Intelligence and Deep Learning course by IIT Roorkee. Referrer as well as Referred, both get 3% cashback on the course price (INR 49,999/USD 699). Here is how it works: -> Share the referred details with us -> Get enrolled in the AI-DL course -> Cashback would be initiated on August 1, 2020.
Applications have already started for this course. You can start the application process by submitting the application form and eligibility quiz. Then our admission committee will take a call on approval and revert back. After making the payment you will get access for the self paced content, then live classes of Batch 2 will start from 19 July 2020.
At least 12-15 hours (6 hours live session + 6 to 9 hours for assessments and projects) per week of time commitment is expected for the program.
Recording of every session will be available just after the class, even if you miss the class you can go through the recording and ask your doubts either on our discussion forum or in the next class.
You can directy ask and discuss your doubts in the class with the instructor. You can also put your query on discussion forum. We have a dedicated support team to resolve learner's issue.
No, You do not need to install any software for this course. We will provide all the required infrastructure with a cloud-based virtual lab for practice.
Someone who has successfully completed this course is expected to be able to solve problems more efficiently using some of the latest technologies in the industry.
Learners who have completed this course will be perfect fit for job roles like Machine Learning Engineer, AI Engineer, Deep Learning Engineer, Data Scientist etc.
