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Course Duration
Projects
Lab Days
Certificate
As humans, we are immersed in data in our every-day lives. As per IBM, the data doubles every two years on this planet. The value that data holds can only be understood when we can start to identify patterns and trends in the data.
This course provides a comprehensive introduction to data analysis using Python. Participants will learn to use Python libraries such as Pandas, Numpy and Matplotlib to clean, manipulate and visualize data.
By the end of this course, participants will have a solid understanding of data analysis techniques and be able to apply these techniques to real-world problems
CloudxLab is a team of developers, engineers, and educators passionate about building innovative products to make learning fun, engaging, and for life. We are a highly motivated team who build fresh and lasting learning experiences for our users. Powered by our innovation processes, we provide a gamified environment where learning is fun and constructive. From creative design to intuitive apps we create a seamless learning experience for our users. We upskill engineers in deep tech - make them employable and future-ready.
In this Project, you will learn about creating git repository, commits, branches, and merge branches. Additionally, you will learn how to create and clone a GitHub repository and SSH keys to push the changes to the remote repository.
In this project, you will use Python to access the data from files and process it to achieve certain tasks. You will explore the MBox email dataset, and use Python to count lines, headers, subject lines by emails and domains. Know your way on how to work with data in Python.
In this project, you will understand how to use Matplotlib, one of the most famous visualizing libraries in Python.
In this project, you will perform Data Analysis with the end goal of feeding the data to a Machine Learning model i.e for making predictions.
In this project, you would start by learning how to load a dataset (California Housing 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.
In this project, you will use Python and scikit-learn to build models using ML algorithms, and apply them to forecast the bike rentals.
“Joined the Hadoop class 5 weeks back and it has been a motivating experience. Last I coded was 20yrs back and but thanks to the instructor-led training - I am executing Pig Latin and Hive commands to solve data problems and look forward to soon be able to complete small projects all by myself. Sandeep has been a great instructor, very very patient, always ready to put in extra time to clarify doubts and work at your pace and schedule.”
“Big Data with Apache Spark: This is not just a series of videos with the one-way flow of information. Instead, it is a highly interactive course. The course is well structured, covering the concepts of Big Data in width and depth. I am currently half-way through the course and I am already working on translating the concepts learned in the class to real-world problems.”
“Thank you so much Sandeep for all your great sessions. It will help in our career a lot. Your session is very much explanatory and understandable. Kudos to you.Thanks for all your hard work and time. Definitely, we will recommend all our friends and colleagues to attend your different course.Thanks a ton”
“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.”
“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.”
“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
220+ Hours of Online Self-Paced Training
We help learners in placement support through:
You should complete 100% of the course along with all the given projects in order to be eligible for the certificate.
Kindly note that there is no deadline for CloudxLab courses.
No, this course is for everyone. The complimentary access to CloudxLab courses will help you in learning the required foundations to make the most out of this certificate course.
We understand that you might need course material for a longer duration to make most out of your subscription. You will get lifetime access to the course material so that you can refer to the course material anytime.
No, we will provide you with the access to our online lab and BootML so that you do not have to install anything on your local machine
Yes! Please feel free to ask your questions on CloudxLab forum and our community and team of experts will answer your questions. We believe forum will add better perspectives, ideas, and solutions to your questions.
Absolutely! Please contact us here. You can also reach us anytime on our 24/7 support helpline by calling us on +918049202224
