Study Topics

Browse topics by category or filter by your target role

Filter by Role

🎯All Topics🤖LLM Engineer⚙️MLOps Engineer🔬ML Researcher📊Data Scientist🚀Full-Stack AI

Category

All🧮Foundations🤖Machine Learning🧠Deep Learning💬LLM & GenAI⚙️Engineering🔬Research
💬

LLM & GenAI

Large language models and generative AI

🤖

Transformer Architecture

Master the Transformer - the foundational architecture behind GPT, BERT, and modern LLMs

🤖 LLM🔬 ML
💬

Prompt Engineering

Learn techniques to effectively communicate with and extract value from LLMs

🤖 LLM🚀 Full-Stack📊 Data
📚

RAG Systems

Build Retrieval-Augmented Generation systems to ground LLMs with external knowledge

🤖 LLM🚀 Full-Stack
🎛️

Fine-tuning LLMs

Learn to customize LLMs for specific tasks through fine-tuning and adaptation

🤖 LLM🔬 ML
🤝

AI Agents & Tool Use

Build autonomous AI agents that can plan, use tools, and accomplish complex tasks

🤖 LLM🚀 Full-Stack
📊

LLM Evaluation

Learn to properly evaluate LLM outputs for quality, safety, and task performance

🤖 LLM🔬 ML