Master the Fundamentals.
Through Interaction.
Interactive Learning Tools
Experience hands-on learning with our unique visualization tools
AI Agents Explorer
interactiveWatch AI agents move, think, and communicate in real-time - our killer feature!
Model Training & Parallelism Explorer
visualizationComprehensive tool for exploring model training strategies and parallelism techniques
Live Attention Flow Visualizer
visualizationProduction-grade visualization of transformer attention mechanisms with real-time interactivity
Featured Courses
Structured learning path from programming foundations to advanced AI
Python Programming
Master Python from fundamentals to advanced topics
Machine Learning
Classical ML algorithms and production systems
Classical Machine Learning: Supervised Learning Foundations
Master the mathematical foundations and practical implementation of classical supervised learning algorithms. Build intuition through interactive visualizations while understanding the theory that powers modern ML.
Advanced ML: Unsupervised Learning & Production
Master advanced machine learning techniques including unsupervised learning, neural networks fundamentals, and production deployment. Build production-ready ML systems with modern MLOps practices.
Natural Language Processing
From transformers to production LLM systems
NLP Fundamentals: Core Concepts and Architectures
Master the essential concepts of Natural Language Processing, from text preprocessing to transformer architectures. This course provides a solid foundation in NLP theory and core techniques without diving into production complexities.
Advanced NLP: Training & Production Systems
Master the engineering and production aspects of Natural Language Processing. Learn to train, fine-tune, optimize, and deploy language models at scale. This course covers everything from distributed training to production monitoring.
AI Agents
Building autonomous intelligent systems