AI Course Center
From beginner to practitioner — master the AI tech stack and build skills for the LLM era
Prompt Engineering: Mastering AI Communication
Learn core techniques for designing effective prompts that produce precise, controllable AI outputs. Perfect for anyone looking to level up their AI productivity.
AI Programming Basics: Python Quick Start
Learn Python from scratch to build a solid programming foundation for AI development. Covers data processing, functional programming, and essential libraries.
Machine Learning Fundamentals
From linear regression to decision trees — systematically learn classical ML algorithms with theory and hands-on implementation.
Deep Learning in Practice: PyTorch from Zero to One
Master deep learning with PyTorch — from neural network basics through CNN, RNN, to the Transformer architecture.
LLM Fine-tuning in Practice
Learn efficient fine-tuning techniques like LoRA and QLoRA to customize large language models with your own data.
RAG System Design & Implementation
Build enterprise-grade knowledge Q&A systems — from vector databases to retrieval-augmented generation. Covers Embedding, Chunking, and Reranking.
Full-Stack LLM Application Development
Build AI applications with LangChain and LlamaIndex — covering chat systems, document processing, and code generation.
AI Agent Development in Practice
From ReAct to Multi-Agent — build intelligent systems that can reason, use tools, and collaborate on complex tasks.
MCP Protocol & Tool Development
Deep dive into the Model Context Protocol — learn to build custom tools and integrations for AI assistants.
Computer Vision: From Basics to Multimodal
Learn image classification, object detection, segmentation, and how multimodal LLMs are transforming visual AI tasks.
AI Product Design & Go-to-Market
From requirements analysis to product design — learn to turn AI capabilities into real user value. Great for PMs and founders.
AI Workflow Automation
Build AI-powered automation workflows with n8n, Dify and more — no coding required to make your business processes intelligent.