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.

Zobacz także:

• Windows Media Center. Domowe centrum rozrywki 66,67 zÅ‚, (8,00 zÅ‚ -88%)
• Ruby on Rails. Ćwiczenia 18,75 zÅ‚, (3,00 zÅ‚ -84%)
• Efekt piaskownicy. Jak szefować żeby roboty nie zabraÅ‚y ci roboty 59,50 zÅ‚, (11,90 zÅ‚ -80%)
• Przywództwo w Å›wiecie VUCA. Jak być skutecznym liderem w niepewnym Å›rodowisku 58,64 zÅ‚, (12,90 zÅ‚ -78%)
• Scrum. O zwinnym zarzÄ…dzaniu projektami. Wydanie II rozszerzone 58,64 zÅ‚, (12,90 zÅ‚ -78%)

Spis treści

Supercharged Coding with GenAI. Accelerate your software engineering productivity with GitHub Copilot, ChatGPT, and OpenAI eBook -- spis treści

• 1. From Boilerplates Automation to Software Development Lifecycle Smoothing: What GenAI Can Do for Your Code
• 2. Quickstart Guide: GitHub Copilot with PyCharm , VSCode and Jupyter
• 3. Quickstart Guide: Supercharged Coding with GenA
• 4. Beyond the UI: Quickstart Guide to the OpenAI API
• 5. Quickstart Guide: Prompt Engineering for Coding
• 6. Behind the Scenes: How ChatGPT, Github Copilot and other LLMs Work
• 7. Great Assistant, Risky Leader: How AI Hallucinations, Temperature and Errors Can Derail Your Career
• 8. Advanced Prompting Techniques: CoT Prompting, Reinforcement Prompting, Iterative Prompting, Few-Shots Prompting
• 9. Speed-Reading GenAI Code: Techniques for Quick Comprehension
• 10. Extreme Accountability: Owning Your GenAI Code Through Input and Output Evaluation Metrics
• 11. Refactoring Code with Prompt Engineering: Asking the Right Questions
• 12. Single Responsibility and Other Coding Standards through Fine-Tuning with OpenAI API
• 13. Optimizing Performance: Scaling Applications with GenAI for Memory and CPU Efficiency
• 14. Logging, Monitoring and Error Handling through Prompt Engineering
• 15. Quick Debugging and Cleanup: Managing Junk Files with GenAI
• 16. Writing and Maintaining Unit Tests Suites with ChatGPT
• 17. Documenting Your Code with GenAI
• 18. Generating Non-Project Files with GenAI: From requirements.txt to Docker Files and Beyond
• 19. Architecture, Design and the Future