Python for Machine Learning - Certification Course

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

1853 Ratings        6,532 learners

  40+ hours of online self-paced training

  Cloud based Lab

  Timely Doubt Resolution

  Projects

About the Course

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.



40 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

Timely doubt resolution through the discussion forum with the help of international community of peers.

Certificate

Highlight your new skills on your resume or LinkedIn.

Certifications

Compatible with: CCP Data Engineer, CCA Spark and Hadoop Developer, HDP Certified Developer, HDP Certified Developer: Spark
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Basic Subscription for 12 months
10 /month
  • Real-time cluster access
  • Earn Industry-relevant Certificates
  • No access to third-party courses and instructor-led trainings
  • Access to Job Portal
Subscribe Now
Premium Subscription for 12 months
11 /month
  • Unlimited Access to all CloudxLab self-paced courses
  • Real-time cluster access
  • Earn Industry-relevant Certificates
  • No access to third-party courses and instructor-led trainings
  • Access to Job Portal
Subscribe Now
Basic Subscription for 6 months
14 /month
  • Real-time cluster access
  • Earn Industry-relevant Certificates
  • No access to third-party courses and instructor-led trainings
  • Access to Job Portal
Subscribe Now
Premium Subscription for 6 months
19 /month
  • Unlimited Access to all CloudxLab self-paced courses
  • Real-time cluster access
  • Earn Industry-relevant Certificates
  • No access to third-party courses and instructor-led trainings
  • Access to Job Portal
Subscribe Now
Basic Subscription for 1 month
29 /month
  • Real-time cluster access
  • Earn Industry-relevant Certificates
  • No access to third-party courses and instructor-led trainings
  • Access to Job Portal
Subscribe Now
Premium Subscription for 1 month
39 /month
  • Unlimited Access to all CloudxLab self-paced courses
  • Real-time cluster access
  • Earn Industry-relevant Certificates
  • No access to third-party courses and instructor-led trainings
  • Access to Job Portal
Subscribe Now
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Learning Path

Course

About the Course


1.1 Introduction to Linux
1.2 Introduction to Python
1.3 Hands-on using Jupyter on CloudxLab
1.4 Overview of Linear Algebra
1.5 Introduction to NumPy & Pandas
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.


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.

Python for ML CloudxLab Certificate
Course Creators
Sandeep Giri

Sandeep Giri

Founder at CloudxLab
Past: Amazon, InMobi, D.E.Shaw
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

(4.7 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.

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.

If you are unhappy with the product for any reason, you can ask for a full refund up to 14 days after the start of the first live sessions. Please contact us at reachus@cloudxlab.com to request a refund within the stipulated time. We will be sorry to see you go though!

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 access to our online lab and BootML so that you do not have to install anything on your local machine

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, the lab is available within the course price.

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

We have created a set of Guided Projects on our platform. You may complete these guided projects and earn the certificate for free. Check it out here

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