Generative AI
Not Started0 / 10 complete
Open a video or resource link, watch it, then check its box to track your progress and unlock what comes next.
10 lessons3 levels1 capstone project
Understand foundation models, LLMs, transformers, prompting, generation patterns, multimodality, RAG and the lifecycle of building generative-AI applications.
BASIC
- Introduction to Generative AI — Google Cloud Tech (22 min)
Best concise foundation: what generative AI is, how it differs from traditional ML, model types and common use cases. - AI, Machine Learning, Deep Learning and Generative AI Explained — IBM Technology (10 min)
Places GenAI correctly inside the broader AI/ML/DL landscape with a simple enterprise-friendly mental model. - Transformers, the tech behind LLMs — 3Blue1Brown (27 min)
World-class visual explanation of the transformer mechanics that power modern text generation.
INTERMEDIATE
- Introduction to Large Language Models — Google Cloud Tech
A deeper treatment of the same skill; use it to move from concept to working patterns. - Building Chat Applications — Microsoft Developer
A deeper treatment of the same skill; use it to move from concept to working patterns. - Generative AI for Beginners (Full Series) — Microsoft Developer
A deeper treatment of the same skill; use it to move from concept to working patterns.
ADVANCED
- Semantic Search with Pinecone — DataCamp
Extend Generative AI into senior/production practice through Embeddings. - Let's Build GPT From Scratch — Andrej Karpathy
Extend Generative AI into senior/production practice through ML Foundations & GenAI. - Prompting 101 | Code w/ Claude — Anthropic
Extend Generative AI into senior/production practice through Prompt & Context Engineering.