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Created by Haithem Mihoubi

pythonaimachine-learninggenerative-aiprompt-engineeringrag

AI & Machine Learning for Developers

Build a real foundation in Python, machine learning, generative AI, prompt engineering, and RAG.

Intermediate8 steps ~44h

This path builds the fundamentals AI/ML work actually requires: solid Python, honest machine learning concepts, then modern generative AI, prompt engineering, embeddings, RAG, evaluation, and agent/tool-use patterns. The reading steps add full PDF references for learners who want depth beyond videos.

Learning path

0
CourseFree
Python for AI & Data
View course & enroll
1
BookFree
Suggested book: Think Python
View book
2
CourseFree
Machine Learning Fundamentals
View course & enroll
3
BookFree
Suggested book: Mathematics for Machine Learning
View book
4
CourseFree
AI, Deep Learning & RAG — Zero to Hero
View course & enroll
5
BookFree
Suggested book: Dive into Deep Learning
View book
6
BookFree
Suggested paper: Attention Is All You Need
View book
7
BookFree
Suggested book: Speech and Language Processing
View book

Ready to start?

Work through each step in order. Every step links to content already on the platform — enroll or purchase from there.