Course curriculum

  1. 1

    • Specialization: Optimizing Large Language Models with Human Data
  2. 2

    • Introduction to LLMs

    • Theory Support Code

    • Practice Assignment
  3. 3

    • Training an LLM with RLHF

    • Theory Support Code

    • Practice Assignment
  4. 4

    • RLHF for Data Analysis, Data Science and Machine Learning

    • Theory Support Code

    • Practice Assignments
  5. 5

    • RLHF for ICE (Implicit Code Execution)

    • Theory Support Code

    • Practice Assignments
  6. 6

    • RLHF for Agentic Workflows

    • Theory Support Code

    • Practice Assignments
  7. 7

    • Scale AI Account Creation, Application Process and English Practice
  8. 8

    • Mock Scale AI Coding Challenge

    • Support Code