Publisher's Synopsis
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 strategies
Key Features
- Discover how GitHub Copilot, ChatGPT, and the OpenAI API can boost your coding productivity
- Push beyond the basics to apply advanced techniques across the software development lifecycle
- Master best practices and advanced techniques to achieve quality code for even complex tasks
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description
Software development is being transformed by GenAI tools like 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 hands-on 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 learn
- Work with GitHub Copilot in PyCharm, VS Code, and Jupyter Notebook
- Apply advanced prompting methods with ChatGPT and the OpenAI API
- Gain insight into GenAI fundamentals to achieve better outcomes
- Adopt our structured framework to produce high-quality code
- Find out how to select the optimal GenAI tool for solving your specific tasks
- Elevate your use of GenAI tools from debugging to delivery
- Join the next generation of supercharged software engineers
Who this book is for
If 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.
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