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Coding with ChatGPT and Other LLMs

Coding with ChatGPT and Other LLMs

By : Dr. Vincent Austin Hall, Dr. Vincent Austin Hall, Chigbo Uzokwelu
4 (4)
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Coding with ChatGPT and Other LLMs

Coding with ChatGPT and Other LLMs

4 (4)
By: Dr. Vincent Austin Hall, Dr. Vincent Austin Hall, Chigbo Uzokwelu

Overview of this book

Keeping up with the AI revolution and its application in coding can be challenging, but with guidance from AI and ML expert Dr. Vincent Hall—who holds a PhD in machine learning and has extensive experience in licensed software development—this book helps both new and experienced coders to quickly adopt best practices and stay relevant in the field. You’ll learn how to use LLMs such as ChatGPT and Bard to produce efficient, explainable, and shareable code and discover techniques to maximize the potential of LLMs. The book focuses on integrated development environments (IDEs) and provides tips to avoid pitfalls, such as bias and unexplainable code, to accelerate your coding speed. You’ll master advanced coding applications with LLMs, including refactoring, debugging, and optimization, while examining ethical considerations, biases, and legal implications. You’ll also use cutting-edge tools for code generation, architecting, description, and testing to avoid legal hassles while advancing your career. By the end of this book, you’ll be well-prepared for future innovations in AI-driven software development, with the ability to anticipate emerging LLM technologies and generate ideas that shape the future of development.
Table of Contents (19 chapters)
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1
Part 1: Introduction to LLMs and Their Applications
5
Part 2: Be Wary of the Dark Side of LLM-Powered Coding
10
Part 3: Explainability, Shareability, and the Future of LLM-Powered Coding
14
Part 4: Maximizing Your Potential with LLMs: Beyond the Basics

What is ChatGPT and What are LLMs?

The world has been strongly influenced by the recent advancements in AI, especially large language models (LLMs) such as ChatGPT and Gemini (formerly Bard). We’ve witnessed stories such as OpenAI reaching one million users in five days, huge tech company lay-offs, history-revising image scandals, more tech companies getting multi-trillion dollar valuations (Microsoft and NVIDIA), a call for funding of $5–7 trillion for the next stage of technology, and talks of revolutions in how everything is done!

Yes, these are all because of new AI technologies, especially LLM tech.

LLMs are large in multiple ways: not just large training sets and large training costs but also large impacts on the world!

This book is about harnessing that power effectively, for your benefit, if you are a coder.

Coding has changed, and we must all keep up or else our skills will become redundant or outdated. In this book are tools needed by coders to quickly...

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