LEARNING PATHS • FREE RESOURCES

Start Learning AI & ML — for Free

Curated videos and courses from reputable platforms. All links point to free resources you can access directly on the original sites.

AI Literacy & Non-Technical Introductions

Elements of AI

A free online course explaining what AI is, what it can and can't do, and how it affects society.

Microsoft – AI for Beginners

Open curriculum with slides, labs, and quizzes.

Google – Learn Essential AI Skills

Short video courses on generative AI and core concepts.

Machine Learning Foundations

Google Machine Learning Crash Course

Free course with videos, visualizations and coding exercises.

Google ML Foundations

Structured overview of ML basics and key concepts.

MIT OCW – Intro to Machine Learning

Full MIT course with lectures, notes, and assignments.

Deep Learning & Practical Coding

fast.ai – Practical Deep Learning

Hands-on deep learning course for people who can already code.

MIT 6.S191 – Intro to Deep Learning

Concise lecture series on modern deep learning on YouTube.

fast.ai – YouTube Playlist

Full course videos hosted openly on YouTube.

A Note on Curation

These are external resources curated for your learning. They remain hosted on their original platforms; Zaheer AI Studio only links to them and does not mirror or redistribute their content.