← Learning Trails

Artificial Intelligence

From gradient descent to frontier models — understanding AI from mathematical foundations to state-of-the-art research

Artificial intelligence is reshaping every layer of the technology stack. These trails cover the foundations for understanding where AI is today, where it is going, and how modern LLMs work effectively — starting with the math, building through architectures, and ending at the research frontier.

AI Foundations
AI Frontiers
Large Language Models