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Coding with ChatGPT and Other LLMs

Coding with ChatGPT and Other LLMs

By : Dr. Vincent Austin Hall
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Coding with ChatGPT and Other LLMs

Coding with ChatGPT and Other LLMs

4 (4)
By: Dr. Vincent Austin Hall

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 Gemini 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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Part 1: Introduction to LLMs and Their Applications
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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

Part 1: Introduction to LLMs and Their Applications

This section lays the groundwork for understanding Large Language Models (LLMs) and their transformative potential across various fields. It introduces LLMs like ChatGPT, explaining how they work. We will also explore different ways that LLMs are applied across industries, from customer service to content generation. We will also check out the unique capabilities of LLMs in software development.

This section covers the following chapters:

  • Chapter 1, What is ChatGPT and what are LLMs?
  • Chapter 2, Unleashing the Power of LLMs for Coding: A Paradigm Shift
  • Chapter 3, Code Refactoring, Debugging, and Optimization: A Practical Guide
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Coding with ChatGPT and Other LLMs
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