Leverage LLM (large language models) for developing unmatched coding skills, solving complex problems faster, and implementing AI responsibly
Key FeaturesUnderstand the strengths and weaknesses of LLM-powered software for enhancing performance while minimizing potential issuesGrasp the ethical considerations, biases, and legal aspects of LLM-generated code for responsible AI usageBoost your coding speed and improve quality with IDE integrationPurchase of the print or Kindle book includes a free PDF eBookBook Description
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.
What you will learnUtilize LLMs for advanced coding tasks, such as refactoring and optimizationUnderstand how IDEs and LLM tools help coding productivityMaster advanced debugging to resolve complex coding issuesIdentify and avoid common pitfalls in LLM-generated codeExplore advanced strategies for code generation, testing, and descriptionDevelop practical skills to advance your coding career with LLMsWho this book is for
This book is for experienced coders and new developers aiming to master LLMs, data scientists and machine learning engineers looking for advanced techniques for coding with LLMs, and AI enthusiasts exploring ethical and legal implications. Tech professionals will find practical insights for innovation and career growth in this book, while AI consultants and tech hobbyists will discover new methods for training and personal projects.
Table of ContentsWhat is ChatGPT and What are LLMs?Unleashing the Power of LLMs for Coding: A Paradigm ShiftCode Refactoring, Debugging, and Optimization: A Practical GuideDemystifying Generated Code for ReadabilityAddressing Bias and Ethical Concerns in LLM-Generated CodeNavigating the Legal Landscape of LLM-Generated CodeSecurity Considerations and MeasuresLimitations of Coding with LLMsCultivating Collaboration in LLM-Enhanced CodingExpanding the LLM Toolkit for Coders: Beyond LLMsHelping Others and Maximizing Your Career with LLMsThe Future of LLMs in Software Development
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ASIN : B0DKMWW65V
Publisher : Packt Publishing; 1st edition (November 29, 2024)
Publication date : November 29, 2024
Language : English
File size : 5.1 MB
Text-to-Speech : Enabled
Screen Reader : Supported
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
Print length : 522 pages
