Example Curriculum
Introduction
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Welcome!
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Deep Dive into Chat Completions API
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- Creating an OpenAI Account and an API Key (3:51)
- Installing OpenAI API Authenticating to OpenAI (8:41)
- OpenAI Models (6:35)
- Making GPT Requests Using OpenAI API (11:19)
- System Role (4:17)
- OpenAI API Costs (3:52)
- Tokens (4:02)
- Chat Completion API Parameters: Temperature and Seed (6:13)
- Chat Completion API Parameters: Top P, Max_Tokens, Penalties (9:49)
- The Playground (9:51)
- How OpenAI GPT Models Work (5:15)
- LLMs Issues and Limitations (6:21)
Prompt Engineering Tactics for OpenAI APIs
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- Intro to Prompt Engineering (2:40)
- Tactic 1: Position Instruction Clearly with Delimiters (4:12)
- Tactic 2: Provide Detailed Instructions for the Context (6:37)
- Tactic 3: Use the Rich Text Format (RTF) (7:45)
- Tactic 4: Few Shot Prompting (8:12)
- Tactic 5: Specify the Steps Required to Complete a Task (5:16)
- Tactic 6: Give Models Time to Think (2:12)
- Other Tactics and Principles for Better Prompting (5:37)
- Avoid Hallucinations Using Guarding (3:06)
- Summary (2:06)
Deep Dive into Image Generation API (DALL-E 2 & 3)
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Deep Dive into Speech Recognition and Text-to-Speech (TTS) API
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Project: Building a Healthy Daily Meal Plan
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Where To Go From Here?
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