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Scrimba

Intro to AI Engineering

via Scrimba

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Overview

Learn to build AI-powered apps with modern LLM tooling, the fastest-growing layer of today’s software stack. You'll cover prompts, tokens, systems messages, streaming, and more as we build GiftGenie, a an AI-powered gift idea generator.

Syllabus

  • Introducing Your AI Superpower
  • The AI Marketplace
  • Environment Setup
  • Recommended Models
  • Setting Up Your AI Client
  • Your First AI Request
  • Your First AI Request Walkthrough
  • Rebuilding Your First AI Request
  • Shorter Responses With Tokens
  • Refining Our Prompt
  • Refactoring Our AI Request
  • Model Snapshots
  • The Messages Array
  • The System Message
  • Aside: Token Costs & Context Windows
  • Wiring up our UI
  • Error Handling
  • Rendering Markdown Safely
  • Streaming AI Responses
  • Gift Genie UI Streaming Challenge
  • Structuring Our Markdown Responses
  • Making Our Gift Genie Context Aware
  • Few Shot Prompting
  • Temperature & Top P
  • Responses API Intro
  • JSON Output
  • Structured Outputs
  • Aside: Web Search Tool
  • Web Search In The Gift Genie UI
  • Backend Orientation
  • Backend Migration Super Challenge
  • Outro
  • Solo Project - PollyGlot
  • Want to become a Scrimbassador?
  • How to Utilize Your Certificate

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