Освойте основы.
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Model Training & Parallelism Explorer
visualizationComprehensive tool for exploring training strategies
AI Agents Explorer
interactiveWatch AI agents move, think, and communicate in real-time
Live Attention Flow Visualizer
visualizationProduction-grade visualization of transformer attention mechanisms
Python Memory Explorer
interactiveDeep dive into Python memory management, object model, and CPython internals
Рекомендуемые курсы
Структурированный путь обучения от основ программирования до продвинутого ИИ
Программирование на Python
Изучите Python от основ до продвинутых тем
Python Fundamentals: Programming Foundations
Master Python programming from the ground up with interactive examples and visual explanations. Perfect for beginners with no prior programming experience.
Python for Data Science: From Arrays to Analysis
Master the essential Python libraries for data science: NumPy, pandas, matplotlib, and seaborn. Learn to manipulate, analyze, and visualize data effectively, building a solid foundation for machine learning.
Python Advanced: Professional Engineering Mastery
Master advanced Python features for professional development. From decorators and generators to async programming, testing, and design patterns—build production-ready Python skills.
Машинное обучение
Классические алгоритмы ML и production системы
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.
Обработка естественного языка
От трансформеров до production LLM систем
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 with interactive visualizations. Learn to train, fine-tune, optimize, and deploy language models at scale using modern techniques like LoRA, DPO, Flash Attention, and RAG. Features hands-on tools for exploring distributed training, model parallelism, and inference optimization.
AI Агенты
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