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Supercharged Coding with GenAI: From vibe coding to best practices using GitHub Copilot, ChatGPT, and OpenAI
Vare #:
253385581
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- Unlock the power of generative AI in Python development and learn how you can enhance your coding speed, quality, and efficiency with real-world examples and hands-on strategiesKey FeaturesDiscover how GitHub Copilot, ChatGPT, and the OpenAI API can boost your coding productivityPush beyond the basics to apply advanced techniques across the software development lifecycleMaster best practices and advanced techniques to achieve quality code for even complex tasksPurchase of the print or Kindle book includes a free PDF eBookBook DescriptionSoftware development is being transformed by GenAI tools, such as ChatGPT, OpenAI API, and GitHub Copilot, redefining how developers work. This book will help you become a power user of GenAI for Python code generation, enabling you to write better software faster. Written by an ML advisor with a thriving tech social media presence and a top AI leader who brings Harvard-level instruction to the table, this book combines practical industry insights with academic expertise.With this book, you'll gain a deep understanding of large language models (LLMs) and develop a systematic approach to solving complex tasks with AI. Through real-world examples and practical exercises, you’ll master best practices for leveraging GenAI, including prompt engineering techniques like few-shot learning and Chain-of-Thought (CoT).Going beyond simple code generation, this book teaches you how to automate debugging, refactoring, performance optimization, testing, and monitoring. By applying reusable prompt frameworks and AI-driven workflows, you’ll streamline your software development lifecycle (SDLC) and produce high-quality, well-structured code.By the end of this book, you'll know how to select the right AI tool for each task, boost efficiency, and anticipate your next coding moves—helping you stay ahead in the AI-powered development era.What you will learnWork with GitHub Copilot in PyCharm, VS Code, and Jupyter NotebookApply advanced prompting methods with ChatGPT and OpenAI APIGain insight into GenAI fundamentals to achieve better outcomesAdopt our structured framework to produce high-quality codeFind out how to select the optimal GenAI tool for solving your specific tasksElevate your use of GenAI tools from debugging to deliveryJoin the next generation of supercharged software engineersWho this book is forIf you are a Python developer curious about GenAI and are looking to elevate your software engineering productivity, Supercharged Coding with GenAI will transform your approach to software. Covering various structured examples of varying problem complexities that showcase the use of advanced prompting techniques, this book is suitable for early intermediate through advanced developers. To get the most out of this book, you should have at least one year of hands-on Python development experience and be somewhat familiar with the SDLC.Table of ContentsFrom Automation to Full Software Development Life Cycle: The Current Opportunity for GenAI Your Quickstart Guide to OpenAI APIA Guide to GitHub Copilot with PyCharm, VS Code, and Jupyter NotebookBest Practices for Prompting with ChatGPTBest Practices for Prompting with OpenAI API and GitHub CopilotBehind the Scenes: How ChatGPT, GitHub Copilot, and Other LLMs Work Reading and Understanding Code Bases with GenAI An Introduction to Prompt EngineeringAdvanced Prompt Engineering for Coding-Related TasksRefactoring Code with GenAIFine-Tuning Models with OpenAI (N.B. Please use the Read Sample option to see further chapters)
| Publisher | Packt Publishing |
| Publication date | 28 Aug. 2025 |
| Language | English |
| Print length | 460 pages |
| ISBN-10 | 1836645295 |
| ISBN-13 | 978-1836645290 |
| Item weight | 785 g |
| Dimensions | 19.05 x 2.64 x 23.5 cm |
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Supercharged Coding with GenAI: From vibe coding to best practices using GitHub Copilot, ChatGPT, and OpenAI
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