01AI FOUNDATIONBEGINNER Artificial Intelligence Fundamentals Build a strong mental model of AI, machine learning, neural networks, generative AI and real-world applications. AI ecosystem & concepts Machine learning basics AI use cases
02GEN GEN AIBEGINNER Generative AI & ChatGPT Learn how modern generative AI works and use it effectively for research, writing, analysis and productivity. Generative AI foundations ChatGPT workflows AI productivity systems
03</> HIGH DEMANDBEGINNER Prompt Engineering Master structured prompting, context, role design, evaluation and repeatable AI workflows. Prompt frameworks Structured outputs AI workflow design
04Py CODINGBEGINNER Python for AI Learn the Python foundation needed to work with data, APIs, automation and machine learning. Python essentials Data handling AI-ready programming
05ML CORE AIINTERMEDIATE Machine Learning Go deeper into supervised learning, unsupervised learning, feature engineering and model evaluation. Regression & classification Model evaluation Real-world ML projects
06DL ADVANCEDADVANCED Deep Learning Explore neural networks and modern deep learning workflows for advanced AI applications. Neural networks Training workflows Deep learning projects
07CV VISION AIINTERMEDIATE Computer Vision Learn how AI understands images and video and build practical computer vision solutions. Image processing Object detection Vision projects
08NLP LANGUAGE AIINTERMEDIATE Natural Language Processing Understand how AI processes human language and build text-based intelligent applications. Text processing Language models NLP applications
09AG NEXT GENADVANCED AI Agents & Automation Design AI-powered workflows and agentic systems that connect models, tools, data and actions. Agent concepts Tool calling & workflows AI automation projects
10AI+ PRODUCTIVITYBEGINNER AI for Business & Productivity Apply AI to everyday business tasks, documentation, research, communication and process improvement. AI workplace workflows Research & analysis Automation opportunities