Learn AI/ML
The best way to learn AI/ML, ranked by what employers ask for
1,742 of 7,786 live roles ask for AI/ML. 29 courses and certificates compared: paid, free with a certificate, free, and trusted videos. The best free start is CS50AI: Introduction to Artificial Intelligence with Python (Harvard (CS50)).
Live roles ask
1,742
22% of the board
Options compared
29
courses & certificates
Four ways to learn it
AI/ML, from certified programme to free video
The best option of each kind, ranked on how well-regarded it is, what it costs to finish with a certificate, and how squarely it teaches this. The ringed one is where most people should start. Sponsorship plays no part.
AI/ML
1,742 live roles ask for it
Coursera
One of the strongest ways to learn AI/ML
Harvard (CS50)
One of the strongest ways to learn AI/ML
Microsoft Learn
Useful, with trade-offs
freeCodeCamp.org
One of the strongest ways to learn AI/ML
Who asks for it
Where AI/ML is asked for
- Software engineering555 roles
- Data220 roles
- Sales162 roles
- AI and machine learning120 roles
Roles
Jobs that list it
Everything else
More ways to learn AI/ML
Best first, with the verdict and what each costs.
- Start
- StartTake itCertified programmeGoogle Advanced Data Analytics Professional Certificate
Coursera
Free to auditCertificate - StartTake itCertified programmeSupervised Machine Learning: Regression and Classification
Coursera
Free to auditCertificate - Start
- Start
- WatchWorth consideringTrusted videoAI Complete OneShot Course | Learn AI & Deep Learning from Scratch
Apna College
FreeHindi320K views - StartWorth consideringFree courseManage and review models in Azure Machine Learning
Microsoft Learn
Free1 h - StartWorth consideringFree courseOptimize model training with Azure Machine Learning
Microsoft Learn
Free1 h
Often asked for together
Skills that come with AI/ML
Questions
Learning AI/ML
Is AI/ML worth learning?
1,742 of the 7,786 live roles on insiderOne ask for it (22%), most often in software engineering roles (555).
Can I learn AI/ML for free?
Yes. CS50AI: Introduction to Artificial Intelligence with Python from Harvard (CS50) is free, and so is its certificate. Of the options compared here, it is the best one that costs nothing.
What is the best way to learn AI/ML?
For most people, AI For Everyone (Coursera, free to audit). It is ranked on how well-regarded it is, what it costs to finish with a certificate, and how squarely it teaches AI/ML. Sponsorship plays no part.
Then prove you can use it
A finished project, a placing, a certificate of participation: all of it is evidence a course alone is not. Open across India right now, with dates and fees from the organisers:
Your own plan
AI/ML is one skill. Which ones is your next role missing?
Tell insiderOne where you're headed and it reads the live board for the gaps between you and it, then ranks a way to learn each one for your budget. Free to start.
Counts from 7,786 live roles, updated 15 September 2026.