APLAB.ACADEMY · СПИСОК КУРСОВ8 COURSES · 97 LESSONS
§A · КАТАЛОГ
Доступные курсы, по порядку.
Читайте сверху вниз для структурированного пути, или сразу переходите к нужному курсу.
№КУРСКАТЕГОРИЯУРОКИУРОВЕНЬ
01Python Fundamentals: Programming FoundationsMaster Python programming from the ground up with interactive examples and visual explanations. Perfect for beginners with no prior programming experience.
Программирование на Python·12 lessons·Начальный12Начальный→02Python for Data Science: From Arrays to AnalysisMaster 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.
Программирование на Python·10 lessons·Средний10Средний→03Python Advanced: Professional Engineering MasteryMaster advanced Python features for professional development. From decorators and generators to async programming, testing, and design patterns—build production-ready Python skills.
Программирование на Python·12 lessons·Продвинутый12Продвинутый→04Classical Machine Learning: Supervised Learning FoundationsMaster the mathematical foundations and practical implementation of classical supervised learning algorithms. Build intuition through interactive visualizations while understanding the theory that powers modern ML.
Машинное обучение·15 lessons·Средний15Средний→05Advanced ML: Unsupervised Learning & ProductionMaster advanced machine learning techniques including unsupervised learning, neural networks fundamentals, and production deployment. Build production-ready ML systems with modern MLOps practices.
Машинное обучение·12 lessons·Продвинутый12Продвинутый→06NLP Fundamentals: Core Concepts and ArchitecturesMaster 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.
Обработка естественного языка·11 lessons·Средний11Средний→07Advanced NLP: Training & Production Systems★ ПРЕМИУМMaster 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.
Обработка естественного языка·11 lessons·Продвинутый11Продвинутый→08AI Agents: Building Autonomous Intelligent SystemsMaster the art and science of building AI agents that can perceive, reason, plan, and act autonomously. This course bridges the gap between language models and intelligent systems that can solve complex real-world problems through tool use, planning, and multi-agent coordination.
AI Агенты·14 lessons·Продвинутый14Продвинутый→