The OpenAI API: GPT, DALL-E & Whisper

3h 43m 36s
English
Paid
May 24, 2024

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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# Title Duration
1 Introduction 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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