AI & Machine Learning Courses
Go beyond theory with hands-on AI and ML labs that teach you to build production-grade systems. From training custom models with PyTorch and fine-tuning LLMs with LoRA, to building RAG chatbots with LangChain and deploying ML models with FastAPI — every lab includes real code, curated tutorials, and deployment-ready patterns.
What You'll Learn
AI & Machine Learning Courses
Hands-on AI & Machine Learning courses with AI labs, code examples, and certification prep.
AWS Certified Generative AI Developer – Professional (AIP-C01)
Advanced · AIP-C01 exam prep · Free
AWS Certified AI Practitioner (AIF-C01)
Beginner · AIF-C01 exam prep
Microsoft Azure AI Fundamentals (AI-901)
Beginner · AI-901 exam prep
Microsoft AI-103: Developing AI Apps and Agents on Azure
Intermediate · AI-103 exam prep
AI Agents & Agentic Frameworks
Advanced
Generative AI Fundamentals
Beginner · Free
AI-Powered Apps with the Claude API
Intermediate
Building RAG Applications
Intermediate
Mastering AI-Assisted Development: Cursor & Copilot
Intermediate · Free
AWS Bedrock Developer: Production GenAI on AWS
Intermediate
Azure OpenAI Service & Responsible AI Deployment
Intermediate
Building AI Agents with LangChain & LangGraph
Intermediate
Building with LangChain & RAG
Intermediate
Data Engineering on AWS
Intermediate
Deep Learning with PyTorch
Advanced
Introduction to Machine Learning
Beginner
MLOps Pipelines with Python and AWS
Intermediate
Prompt Engineering for Developers
Beginner
AWS Machine Learning Engineer Associate (MLA-C01)
Intermediate · MLA-C01 exam retired
Azure AI Engineer Associate (AI-102)
Intermediate · AI-102 exam retired