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Build Apps and Fine-Tune LLMs Using the OpenAI API
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Build Apps and Fine-Tune LLMs Using the OpenAI API
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Overview of this book
This hands-on course on OpenAI API and ChatGPT is a meticulously crafted course that caters to both beginners and seasoned professionals. You will begin by establishing a solid foundation with AI definitions and acronyms, progressing seamlessly to creating an OpenAI account, setting up your environment, and understanding pricing structures.
Next, you will learn to navigate the landscape of language models and transformers, unraveling their transformative power in generative AI. Dive into advanced techniques such as prompt engineering and thought prompting, gaining insights into how language models process prompts with encoders. Real-world applications come to life as you explore translating articles, generating images, and utilizing the text-to-speech and Computer Vision APIs for diverse tasks.
From basic to advanced translation techniques, including subtitle translation to multiple languages, the course ensures that you are equipped for a broad spectrum of applications. Finally, grasp the nuances of fine-tuning, deploy models with the OpenAI API, and navigate the ethical considerations with dos and don’ts in AI.
By the end of the course, you will gain the expertise needed to use the capabilities of ChatGPT and OpenAI API for language tasks.
Table of Contents (8 chapters)
Introduction
Setting Up Your Environment
OpenAI API Overview and LLM Overview
OpenAI API Examples and Demonstrations with Completion API
OpenAI API Examples and Demonstrations with Chat API
Use OpenAI API Vision, Text-to-Speech, and Image Generation APIs
Translating Text and HTML with Google Translate API
Customer Reviews