Udemy – Introduction to Generative AI With Python and Open AI API 2024-8

Published on: 2024-10-02 19:30:43

Categories: 28

Description

Course Introduction to Generative AI With Python and Open AI API. Unlock the power of the OpenAI API with this comprehensive eLearning course designed to take you from beginner to expert. What you will learn in this course:

Introduction to the OpenAI API: Get started with a complete overview of the OpenAI API, including setup, usage pitches, pricing, and how to set usage limits.
Prompting Techniques: Master various prompting techniques such as Zero-shot, Few-shot and Chain of Thought Prompting for effective API interaction.
Generating Text and CSV Data: Apply your query knowledge to a complete project to generate text and CSV data using the OpenAI API query.
Fine-tuning models: Learn the intricacies of fine-tuning with the OpenAI API to fine-tune models to your specific needs.
API Batch Requests: Get hands-on experience with API batch requests through two dedicated projects.
Image generation with DALL-E: Discover the capabilities of DALL-E to generate stunning images from text prompts.
Text-to-speech and speech-to-text: Understand and implement text-to-speech and speech-to-text, including working with the Whisper API.
Creating Embeds and Projects: Learn how to create embeds from text and work on four projects including semantic search, code search, basic ML, and visualization.
Build advanced helpers: Use the OpenAI API to develop Code Interpreters, vector search tools, file search tools, and function call helpers.
Custom Functions and APIs: Master the art of calling custom functions using the Chat Completion API and Assistants API with Function Calling.

Each module is designed to build on the previous module and ensure a comprehensive understanding of the theoretical and practical aspects of working with the OpenAI API. At the end of this course, you will be equipped with the skills to harness the full potential of OpenAI’s powerful tools for a wide range of applications.