The OpenAI API: GPT, DALL-E & Whisper
3h 43m 36s
English
Paid
Course description
Learn to use the OpenAI API for chat completions, image generation, text-to-speech, and speech-to-text so that you can utilize AI technologies in your applications. Plus you'll build your own AI application for creating healthy daily meal plans.
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0:00
/ #1: Introduction
All Course Lessons (36)
| # | Lesson Title | Duration | Access |
|---|---|---|---|
| 1 | Introduction Demo | 03:13 | |
| 2 | Setting Up Jupyter Notebook | 14:15 | |
| 3 | Creating an OpenAI Account and an API Key | 03:52 | |
| 4 | Installing OpenAI API Authenticating to OpenAI | 08:42 | |
| 5 | OpenAI Models | 06:36 | |
| 6 | Making GPT Requests Using OpenAI API | 11:20 | |
| 7 | System Role | 04:18 | |
| 8 | OpenAI API Costs | 03:52 | |
| 9 | Tokens | 04:03 | |
| 10 | Chat Completion API Parameters: Temperature and Seed | 06:14 | |
| 11 | Chat Completion API Parameters: Top P, Max_Tokens, Penalties | 09:50 | |
| 12 | The Playground | 05:16 | |
| 13 | How OpenAI GPT Models Work | 09:52 | |
| 14 | LLMs Issues and Limitations | 06:22 | |
| 15 | Intro to Prompt Engineering | 02:41 | |
| 16 | Tactic 1: Position Instruction Clearly with Delimiters | 04:13 | |
| 17 | Tactic 2: Provide Detailed Instructions for the Context | 06:38 | |
| 18 | Tactic 3: Use the Rich Text Format (RTF) | 07:46 | |
| 19 | Tactic 4: Few Shot Prompting | 08:13 | |
| 20 | Tactic 5: Specify the Steps Required to Complete a Task | 05:17 | |
| 21 | Tactic 6: Give Models Time to Think | 02:13 | |
| 22 | Other Tactics and Principles for Better Prompting | 05:38 | |
| 23 | Avoid Hallucinations Using Guarding | 03:07 | |
| 24 | Summary | 02:07 | |
| 25 | Creating Variations of Images with DALL-E | 03:05 | |
| 26 | Generating Original Images Using the DALL-E | 10:34 | |
| 27 | Editing Images with DALL-E | 05:40 | |
| 28 | Transcriptions with Whisper | 05:48 | |
| 29 | Translations with Whisper | 03:12 | |
| 30 | Text-to-Speech (TTS) API | 07:03 | |
| 31 | Project Introduction | 02:32 | |
| 32 | Creating a Daily Meal Plan Using OpenAI API | 05:39 | |
| 33 | Creating the Prompt | 08:43 | |
| 34 | Running the Program | 03:24 | |
| 35 | Generating Original Images for the Recipes using DALL-E | 11:54 | |
| 36 | Narrate the Meals using the Text-to-Speech Model | 10:24 |
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