Fabulous Feb Offer: Flat 70% Off + 20-days Extra Lab + 10% Addl. Off on All Courses | Use Coupon Code FAFB | Expires in

  Enroll Now

E&ICT Academy, IIT Roorkee

An initiative of Ministry of Electronics and Information Technology (MeitY) Govt. of India

Python for Machine Learning from E&ICT, IIT Roorkee

Learn Python, Jupyter, Linux, NumPy, SciPy, Scikit-learn, Pandas, Linear algebra, From Industry Experts. A foundation course for Machine Learning & Data Science

9,393 Ratings        19,732 learners

  18+ hours of online self-paced training

  Projects & Lab

  24x7 Support

  Projects

About E&ICT, IIT Roorkee

The Electronics & ICT Academy program is sponsored by the Ministry of Electronics and Information Technology, Govt. of India.

The E&ICT Academy IIT Roorkee conducts short courses/FDPs in the emerging areas to enrich & upgrade subject knowledge and technical skills benefiting faculty, working professionals and Govt. employees.

The trained beneficiaries are expected to create a cascading effect, transforming the competencies and standards in the parent institutes/organizations.

E & ICT Academy IIT Roorkee supported by Ministry of Electronics and Information Technology (MeitY) with CloudxLab as industry partner, is conducting a training program in Python for Machine Learning.

The E&ICT courses lay special emphasis on hands-on learning with participation from industry experts. These programs also enable the participants and institutes to build industry connects, upgrade lab facilities and create opportunities for collaboration.

E&ICT courses are recognized by All India Council for Technical Education(AICTE) at par with QIP for recognition/credits.

As of now the E&ICT Academy, IIT Roorkee has conducted 91 courses and trained over 5,000 beneficiaries.


For more details, please visit the E&ICT Academy (IIT Roorkee) official website here: https://eict.iitr.ac.in/


About the Specialization

Automation is dominating every domain and impacting every walk of human life. The tasks that used to require human labor can now be performed with far more precision and efficiency with automation.

The first step for automation is to learn a programming language. Which programming language should you learn? When we studied the demand in industry, we found that the demand for python has increased 34% since 2014. And there is a reason why the demand for python has grown so quickly. Python is the most versatile language of all.



Program Highlights

18 Hours Training

Learn foundation tools for Machine Learning from industry experts.

Cloud Lab

Apply the skills you learn on a distributed cluster to solve real-world problems.

Project

Work on Python project to get hands-on experience

Best-in-class Support

24×7 support.
Discussion forum to answer all your queries throughout your learning journey.

Certificate

Highlight your new skills on your resume or LinkedIn. Certificate issued by E&ICT, IIT Roorkee.

Certifications

Compatible with: CCP Data Engineer, CCA Spark and Hadoop Developer, HDP Certified Developer, HDP Certified Developer: Spark
Enrollment
SELF-PACED LEARNING
Course + Lab + Certificate

45 Days Lab

Learning Path

Course

About the Course


Familiarizing with Linux

Understanding CloudxLab

Jupyter

Python

Hands-On

Quiz

Linear Algebra

Using NumPy

Using Pandas and Maplotlib

Hands-On

Quiz and Assessment

Project

Project

1. Analyze Emails

Churn the mail activity from various individuals in an open source project development team.

Certificate

Certificate

Earn your certificate

Our course is exhaustive and the certificate rewarded by us is proof that you have taken a big leap in Python for Machine Learning


Differentiate yourself

The knowledge you have gained from working on projects, videos, quizzes, hands-on assessments and case studies gives you a competitive edge.


Share your achievement

Highlight your skills on your resume, LinkedIn, Facebook and Twitter. Tell your friends and colleagues about it.


Certification guideline

Complete at least 60% of the topics of the course along with project (Analyze Emails) within 45 days from the course enrollment date to be eligible for the certificate.

 Course Certificate Sample
Course Creators
Sandeep Giri

Sandeep Giri

Founder at CloudxLab
Past: Amazon, InMobi, D.E.Shaw
Course Developer
Sandeep Giri

Sanjeev Manhas

Associate Professor,
IIT Roorkee
Course Advisor
Sandeep Giri

R. Balasubramanian

Professor,
IIT Roorkee
Course Developer
Sandeep Giri

Partha Pratim Roy

Assistant Professor,
IIT Roorkee
Course Developer
Abhinav Singh

Abhinav Singh

Co-Founder at CloudxLab
Past: Byjus
Course Developer
 Jatin Shah

Jatin Shah

Ex-LinkedIn, Yahoo, Yale CS Ph.D.
IIT-B
Course Advisor

Reviews

(4.9 out of 5)
...

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!

...

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.

...

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.

FAQ

This course is for engineers, product managers and anyone who wants to learn. We will cover foundations of linear algebra, calculus and statistical inference where ever required so that you can learn the concepts effectively. There is no prerequisite or programming knowledge required.

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

You need to complete at least 60% topics from the course and complete the project(Analyze Emails) within 45 days.(Day count will start from course enrollment date)

Please note that you will not get a certificate from EICT academy, IIT Roorkee if your deadline to earn the EICT academy, IIT Roorkee certificate is over. You have two options in such case-

  1. Complete all the topics to 100% and earn the certificate by CloudxLab. Here is the sample certificate from CloudxLab
  2. Purchase the course again and finish the formalities to earn EICT academy, IIT Roorkee certificate within the new deadlines. Contact us for the 25% discount code for purchasing the course again.

Please note though course access is valid for the lifetime, to earn the EICT academy, IIT Roorkee certificate, you are required to finish the formalities within the stipulated deadlines. You can renew the lab anytime here

Please mail your required projects at reachus@cloudxlab.com. After submitting the projects, our course experts will review it and forward your details to EICT, IIT Roorkee. EICT will be issuing your certificate, it may take 3-7 days.

It is a self-paced course. You will get access to videos, quizzes, hands-on assessments and projects. If you have any doubts during your learning journey, you can post it on the discussion forum. Our experts and community will assist you over there.

Please log in at CloudxLab.com with your Gmail Id and access your course under "My Courses".

For self-paced course, we provide 100% fees refund if the request is raised within 7 days from enrollment date. Please contact us at reachus@cloudxlab.com to request a refund within the stipulated time. Thereafter, no refund is provided.
Related Courses
Big Data Engineering with Hadoop and Spark
Big Data with Spark
Machine Learning Specialization - EICT, IITR
Machine Learning Specialization
Contact Details

Electronics and ICT Academy

Electronics & ICT Academy
Electronics & Communication Department
Indian Institute of technology
Roorkee 247667, Uttarakhand INDIA

CloudxLab

#215, The Arcade, Brigade Metropolis,
Mahadevpura, Bangalore
India - 560048
Phone: 080 - 4920 2224

Have more questions? Please contact us at reachus@cloudxlab.com