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.

1. 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.

2. 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 – Introduction to Machine Learning — full MIT course with lectures, notes, and assignments.

3. Deep Learning & Practical Coding

fast.ai – Practical Deep Learning for Coders — hands-on deep learning course for people who can already code.
MIT 6.S191 – Introduction to Deep Learning (YouTube) — concise lecture series on modern deep learning.
fast.ai – Practical Deep Learning (YouTube) — full course videos hosted openly on YouTube.

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.