MyPhatshala

Generative AI and LLMs

How ChatGPT-style models work, and how to build apps with them.

Intermediate4 modules12 lessonsFree · no sign-up
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Syllabus

01 FoundationsWhat generative AI is. 3 lessons
  1. 1.1What is generative AI?Coming soon
  2. 1.2How large language models workComing soon
  3. 1.3Tokens, embeddings and context windowsComing soon
02 Using LLMsGetting good answers. 2 lessons
  1. 2.1Prompt engineeringComing soon
  2. 2.2Calling LLM APIsComing soon
03 Building AppsLLM applications. 5 lessons
  1. 3.1Embeddings and vector databasesComing soon
  2. 3.2Retrieval-augmented generation (RAG)Coming soon
  3. 3.3AI agents and tool useComing soon
  4. 3.4LangChain basicsComing soon
  5. 3.5Fine-tuning basicsComing soon
04 Responsible AIUsing AI safely. 2 lessons
  1. 4.1Evaluating LLM appsComing soon
  2. 4.2Hallucinations, bias and safetyComing soon