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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#1: Introduction

All Course Lessons (36)

#Lesson TitleDurationAccess
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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