English | MP4 | AVC 1920×1080 | AAC 44KHz 2ch | 36 Lessons (3h 43m) | 853 MB
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.
Take your first step into the world of AI application development by diving deep into a fundamental technology: the OpenAI API. You’ll learn everything there is about chat completions, image generation, text-to-speech, and speech-to-text. Plus you’ll put your new knowledge into practice by building an AI application for healthy daily meal plans.
WHAT YOU’LL LEARN
- The exciting world of AI application development
- Make Chat Completions API calls using OpenAI’s GPT models
- Integrate text-to-speech (TTS) and speech-to-text (Whisper) into your applications
- Use text-to-image API calls to DALL-E to generate original images
Table of Contents
1 Introduction
2 Setting Up Jupyter Noteboo
3 Creating an OpenAI Account and an API Ke
4 Installing OpenAI API Authenticating to OpenA
5 OpenAI Model
6 Making GPT Requests Using OpenAI AP
7 System Rol
8 OpenAI API Cost
9 Token
10 Chat Completion API Parameters Temperature and See
11 Chat Completion API Parameters Top P, Max_Tokens, Penaltie
12 How OpenAI GPT Models Wor
13 The Playgroun
14 LLMs Issues and Limitation
15 Intro to Prompt Engineerin
16 Tactic 1 Position Instruction Clearly with Delimiter
17 Tactic 2 Provide Detailed Instructions for the Contex
18 Tactic 3 Use the Rich Text Format (RTF
19 Tactic 4 Few Shot Promptin
20 Tactic 5 Specify the Steps Required to Complete a Tas
21 Tactic 6 Give Models Time to Thin
22 Other Tactics and Principles for Better Promptin
23 Avoid Hallucinations Using Guardin
24 Summary
25 Creating Variations of Images with DALL-
26 Generating Original Images Using the DALL-
27 Editing Images with DALL-
28 Transcriptions with Whispe
29 Translations with Whispe
30 Text-to-Speech (TTS) AP
31 Project Introductio
32 Creating a Daily Meal Plan Using OpenAI AP
33 Creating the Promp
34 Running the Progra
35 Generating Original Images for the Recipes using DALL-
36 Narrate the Meals using the Text-to-Speech Mode
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