AI & ML Applied

Practical AI for engineers. Prompt engineering, RAG, fine-tuning, embeddings, LLM patterns, ML in production, evaluation, and responsible AI.

10 topics
  1. 01
    Foundations
    aifundamentals
    foundational 3 subtopics
  2. 02
    Prompt Engineering
    llmprompting
    beginner 3 subtopics
  3. 03
    Retrieval Augmented Generation
    ragsearch
    intermediate 3 subtopics
  4. 04
    Fine Tuning
    trainingmodels
    advanced 3 subtopics
  5. 05
    Embeddings And Vector Search
    embeddingsvectors
    intermediate 3 subtopics
  6. 06
    Ml In Production
    mlopsdeployment
    advanced 3 subtopics
  7. 07
    Llm Application Patterns
    llmpatterns
    intermediate 3 subtopics
  8. 08
    Data For Ml
    datatraining
    beginner 3 subtopics
  9. 09
    Evaluation And Testing
    evaluationtesting
    intermediate 3 subtopics
  10. 10
    Ethics And Responsible Ai
    ethicssafety
    foundational 3 subtopics