Kickstart Using GPT-4, DALL-E, Whisper With Python

Enroll in this training and receive a one-month complimentary e-learning subscription with access to 40+ courses.

This course is provided by Big Data Trunk for Stanford Technology Training Program but a limited few seats available to the public.

Students of this class may have opportunity to be considered for Internship with Big Data Trunk.

#### Description:

Building AI models to generate text, images and translating or transcribing audio is a daunting task for any organization. In this Kickstart Using GPT-4, DALL-E, Whisper With Python course, unleash the power of AI by using OpenAI’s python APIs including GPT-4, DALL-E and Whisper API's. In this course, you will get a deep understanding of using the generative models and integrating them in your applications . Master GPT-4 API for natural language processing including text generation, summarization, translation and more. Use GPT-4 API to write code from scratch, debug code and improve code. Learn how to generate visually stunning images based on text prompts using DALL-E , an OpenAI’s image generation API. Apply Whisper API to transcribe or translate audio files.
Learning Objectives:
After this course, you will have the opportunity to:

• Develop a understanding of using OpenAI’s 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

Prerequisites: Must have some python programming experience.
**Audience:**This course is designed for software developers who are curious about using AI and are interested in adding OpenAI’s generative models in their workflows with the help of python API.

##### Course Outline:

##### Introduction to OpenAI Models

• Brief history of OpenAI
• Overview of OpenAI’s models: GPT-4, DALL-E, and Whisper
• Signing up for a developer’s 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 calculating 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

Training material provided: Yes (Digital format)
Hands-on Lab: Instructions will be provided to install Jupyter notebook and other required python libraries. Students can opt to use ‘Google Colaboratory’ if they do not want to install these tools

Date & Time:
8/20/2025,9-12 pm pst
8/22/2025,9-12 pm pst