Comprehensive Roadmap

Complete AI Curriculum

Explore the complete path from Mathematical Foundations to Autonomous Agents.

Mathematical Foundations

Math AI

functions
school Math AI Core map Math Roadmap equalizer Statistical AI biotech Biostatistics casino Probabilistic Reasoning show_chart Stochastic Processes tune Optimization calculate Computations grid_on Sparse Matrix hub Graph Theory strategy Game Theory route Markov Processes (MDP) lightbulb Planning & Decisions psychology_alt Knowledge Rep. verified Expert Systems graphic_eq Signal Analysis analytics Data Analytics database Big Data
memory

Core Intelligence

Core AI & Python

explore AI Roadmap code Python AI library_books Libraries 2025 psychology ML & Deep Learning auto_awesome Generative AI fingerprint Pattern Recognition forum NLP Interactive mic Speech & Audio image Image Processing videocam Video Processing visibility Computer Vision

LLMs & Agents

LLM Build & Prompting

smart_toy
edit_note Prompt Engineering terminal Model Context Protocol architecture LLM Development memory Build LLM manage_search RAG Architecture design_services System Design movie_creation Text-to-Media Gen support_agent AI Agents (Basic) smart_toy Build AI Agent robot_2 Agentic AI (Adv) policy Constitutional AI
rocket_launch

Applied AI

Application & GenAI

leafspark Spring AI image Text to Image movie Text to Video animation Image to Video view_in_ar Text to 3D vrpano Text to AR/VR record_voice_over Text to Speech translate Text to Translation smart_toy Agentic Guide school Learning Agents accessibility_new Embodied AI car_rental Autonomous Sys layers Multimodal AI psychology Neuro-Symbolic nature Bio-Inspired AI medical_services Biomedical AI science Quantum ML bolt Lightweight AI settings_suggest MLOps Production