Free · Open Source · Rigorous
Master AI Engineering
from first principles
130+ articles · 71+ hours of video · a structured path from
Maths foundations to Transformer architecture (LLMs).
130+
Articles
70h+
Video Content
500+
Topics Covered
100%
Free
Courses
Structured courses designed to take you from foundational mathematical concepts to
state-of-the-art AI architectures.
Large Language Model (LLM)
Natural Language Processing
Study tokenization, embeddings, RNN, LSTM, attention mechanism, transformer, LLM, and BERT.
Neural Networks
Deep Learning Fundamentals
Learn neural networks, backpropagation, activation functions, and other core concepts in deep learning.
Classical ML
Machine Learning Mastery
Master supervised learning, unsupervised learning, feature engineering, and practical ML concepts.
Maths Foundations
Mathematics For AI & ML
Strengthen linear algebra, probability, statistics, and calculus concepts to understand AI & ML concepts.