Start your AI Journey

Master the core of Artificial Intelligence in 2026 with this comprehensive beginner’s roadmap, designed to take you from zero to building your own models.

Best Platform to Learn AI/ML using Free Cloud Access
https://www.educative.io/unlimited?aff=BqeZ 👈 Use this Link to get 10% Off

Here are Best Free Resources for people who can learn from YouTube 👇
1. Basic Math for AI

3Blue1Brown – Essence of Linear Algebra

StatQuest with Josh Starmer
https://www.youtube.com/@statquest

2. Python Fundamentals
Programming with Mosh – Python Tutorial for Beginners

3. Basic Libraries
Codebasics – NumPy & Pandas Playlist

4. Machine Learning (Core)
Andrew Ng – Machine Learning Specialization

Krish Naik – Complete Machine Learning Roadmap
https://www.youtube.com/@krishnaik06

5. Deep Learning
Andrej Karpathy – Zero to Hero

6. Natural Language Processing
Hugging Face – NLP Course
https://hugging face.co/learn/nlp-course

Campus x

7. Transformers and LLM
Krish Naik – NLP with LLMs & LangChain

Finally Read ” Attention All you need” Research Paper

📌 Timestamps:
00:00 – Intro & Roadmaps
00:54 – Math Fundamentals
02:11 – Python Basics
03:04 – Libraries Introduction
04:12 – Classical ML
05:43 – Deep Learning
07:03 – Core AI
08:14 – Practice Tips

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