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Zero To Mastery

Build an AI Career Coach using an Open Source LLM

via Zero To Mastery

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Overview

Utilize an open source LLM and prompt engineering to create an AI Career Coach that can teach, quiz, and challenge you on your subject of choice - all with natural language (no programming required)!
  • Create an AI Career Coach that can be customized and utilized for anything you want to learn
  • Use natural language to build AI tools via prompt engineering
  • The generalization abilities of Large Language Models
  • How to download and run open source LLMs on your own computer for free

Syllabus

  •   Introduction
    • Introduction
    • Exercise: Meet Your Classmates and Instructor
    • Course Resources
  •   Setting Up Your Open Source Model
    • What Are Open Source LLMs and Why Are They Important?
    • Chatbot Arena Leaderboard
    • Introduction to LMStudio
    • Setting Up Your Own Model - Part 1
    • Setting Up Your Own Model - Part 2
  •   Create Your AI Career Coach
    • Career Coach Ideation
    • Note: Our Prompting Framework
    • The Setup - Persona
    • The Setup - Context and Commands
    • The Instructions - Modes
    • The Instructions - Chain of Thought
    • The Instructions - Gamify
    • Meet Your Career Coach!
    • Exercise: Customize Your Career Coach
  •   Where To Go From Here?
    • Review This Project!

Taught by

Scott Kerr

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