AI Unleashed: Building with GPT-4, DALL-E, and Whisper in Python

Master GPT-4 API for natural language processing, including text generation, summarization, and translation. Learn how to generate visual images based on text prompts using DALL-E, an OpenAI image generation. Apply Whisper API to transcribe audio files.

Learning Objectives:

- After this course, you will have the opportunity to:
- Develop an understanding of using OpenAI generative models using Python
- Understanding different API endpoints
- Learn how to debug code, improve code, and even write code from scratch using API
- Generate interesting images using the DALL-E API
- Convert Audio into transcriptions and translation using powerful Whisper API

Course Outline:

Introduction To OpenAI Models
- Brief history of OpenAI
- Overview of OpenAI models: GPT-4, DALL-E, and Whisper
- Signing up for a developer account
- Hands-on: Sign up for a developer account

Getting Started With OpenAI Python API
- Using API key
- Generating first completion request
- Understanding Tokens, MAX_TOKENS
- Stop sequences, N and Echo
- Hands-on lab with these topics

Important API Parameters
- Temperature Parameter
- Understanding Top P
- Frequency Penalty and Presence Penalty
- Streaming Responses
- Using Completion and Chat API
- Cost Estimation with TikToken
- Hands-on lab with these topics

Working With Code
- Use API to understand code and calculate time complexity
- Make GPT-4 find and fix code bugs
- Translate code from JavaScript to Python
- Generating code
- Hands-on lab with these topics

DALL-E  Image Generator
- What is DALL-E?
- Using DALL-E API to generate images
- Hands-on lab with DALL-E

Whisper Audio To Text
- Introducing Whisper
- Translating and Transcribing with Whisper API
- Transcribing Non-English Audio
- Hands-on lab with these topics

Prerequisites: 

Must have some Python programming experience.