After immense popularity of our learning paths on various tools, we are delighted to announce our learning path for machine learning. Needless to say, that we have collated all the best resources we know of to take the hassle out of your learning experience.

The aim of this page is to provide a comprehensive learning path to people new to machine learning. We recommend you to strictly follow the steps in sequential order. Consider this as your mentor for machine learning.
By the end of this learning path, you would have gained complete knowledge about the best resources to learn machine learning. Once you’ve followed these steps religiously, you can proudly claim yourself to be a machine learning professional.
Do you think we’ve missed out on any ML course? We enjoy taking and implementing feedback. Do let us know your comments in the section below.
Sunil Ray is Chief Content Officer at Analytics Vidhya, India's largest Analytics community. I am deeply passionate about understanding and explaining concepts from first principles. In my current role, I am responsible for creating top notch content for Analytics Vidhya including its courses, conferences, blogs and Competitions.
I thrive in fast paced environment and love building and scaling products which unleash huge value for customers using data and technology. Over the last 6 years, I have built the content team and created multiple data products at Analytics Vidhya.
Prior to Analytics Vidhya, I have 7+ years of experience working with several insurance companies like Max Life, Max Bupa, Birla Sun Life & Aviva Life Insurance in different data roles.
Industry exposure: Insurance, and EdTech
Major capabilities: Content Development, Product Management, Analytics, Growth Strategy.
Looking forward..
I am a techie in Data management space.. sql, server, could data, big data... Just started to read about machine learning.. I think this would give the starters..
I am a Analytics professional using SAS . Considering SAS is on its way out . what is your advice based on future trends -should i start with Python or R ??