OpenAI API with Python Bootcamp: ChatGPT API, GPT-4, DALL·E
OpenAI API with Python Bootcamp: ChatGPT API, GPT-4, DALL·E
Learn ChatGPT, GPT-4, DALL-E 3 API with Python. Master Prompt Engineering. Project-based course.
Created by Andrei Dumitrescu, Crystal Mind Academy | 11 hours on-demand video course
Welcome to the best resource for learning the OpenAI API with Python and for integrating the latest OpenAI models into your applications. This OpenAI API with Python Bootcamp covers every model released by OpenAI that has an API, including ChatGPT (GPT-3.5-TURBO, GPT-4 and GPT-4-Turbo), DALL-E 3, and Whisper!
By the end of this course, you will have extensive knowledge and significant hands-on experience with the OpenAI API, and you will be an expert who can make your Python applications intelligent. This is a brand new OpenAI API course that will be constantly updated to teach you the skills required for the future. You will be a pioneer who will be shaping the future of technology and will benefit from the first-mover advantage.
The topics covered in this OpenAI API with Python course are:
- Installing and Working with Jupyter Notebook
- Mastering Prompt Engineering
- Creating an OpenAI Account and an API Key
- Installing the OpenAI API Library and Authenticating to OpenAI
- OpenAI Models: Davinci, GPT-3.5-TURBO, GPT-4, DALL-E, Whisper
- Making GPT-3 Requests Using the OpenAI API
- Making ChatGPT, GPT-3.5-TURBO, and GPT-4 Requests Using the OpenAI API
- Diving into ChatGPT
- Fine-tuning GPT models using the OpenAI API
- OpenAI API Costs
- Tokens
- OpenAI Model Completion Parameters
- ChatGPT System Role
- Prompt Engineering
- Image Generation Using the DALL-E Model
- Using DALL-E to Create Variations and Edit Images
- Diving into DALL-E
- Speech Recognition With Whisper
- Text-to-Speech TTS API
- Text Embeddings (text-embedding-ada-002)
- Coding with AI: How to Use Jupyter AI to Boost Your Productivity
- Creating web interfaces for your apps using Streamlit
- Streamlit: main concepts, widgets, session state, callbacks.
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What you’ll learn
- Everything from getting started with using the OpenAI API to building real-world Python projects with GPT-3, ChatGTP, DALL-E and Whisper.
- You will MASTER OpenAI API: GPT-3, ChatGPT, DALL-E, Whisper.
- Acquire a good understanding of how the OpenAI models like ChatGPT and DALL-E work.
- Learn how to generate original images using the DALL-E API and Python.
- Learn how to translate and transcribe audio files using the Whisper API and Python.
- Learn how to make chat completions using the Davinci and ChatGPT models.
- Learn about prompt engineering best practices when dealing with text completion AI models.
- We’ll also develop real-world projects in Python that can be used as templates for your next projects.
