Learning Roadmaps

Structured learning paths to guide your journey into AI and machine learning concepts.

LLM Fundamentals Roadmap

Starting roadmap for ML and LLM

StartMathematic for Machine LearningPython for Machine LearningNeural NetworksNatural Language Processing

LLM Engineer Roadmap

LLM for software engineer

StartRunning LLMsVector DatabaseRetrieval Augmented GenerationAdvanced RAGInference OptimizationDeploying LLMsSecuring LLMs

LLM Scientist Roadmap

Deep-dive roadmap for scientists

StartThe LLM architectureBuilding an instruction datasetPre-training modelsSupervised Fine-TuningRLHFEvaluationQuantizationNew Trends

Note: These roadmaps were initialized from LLM Course. New roadmaps are coming soon!