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Book Overview & Buying
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Table Of Contents
OpenAI: Introduction to Generative AI
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OpenAI: Introduction to Generative AI
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Overview of this book
In this course, you will be introduced to OpenAI, its mission, and the technologies behind its models. Starting with the basics, you'll explore OpenAI's platform, account setup, and the importance of API keys. You’ll also learn how OpenAI has reshaped AI development and its applications across industries, giving you insight into its contributions to the AI landscape and its transformative role in modern technology.
As you progress, you’ll dive into OpenAI’s core models, including GPT for text generation and DALL-E for image generation. Through hands-on projects, you’ll apply these models in real-world scenarios, such as building an AI-powered recipe generator and a translation tool. You’ll explore advanced techniques like prompt engineering, fine-tuning models, and working with tokenization to enhance accuracy and performance, enabling you to unlock the full potential of OpenAI’s tools.
The course concludes with OpenAI’s vision models, including CLIP, and their capabilities in text and image integration. You’ll learn to create AI-powered applications that generate images from text descriptions and analyze visual data. By the end, you’ll be equipped to leverage OpenAI’s models to build innovative AI-driven solutions, while also considering the ethical challenges and limitations associated with generative AI technology.
Table of Contents (5 chapters)
Pre-Requisites
Introduction to AI
Text Generation
Features
Vision