What is the primary focus of 'Learn AI-Assisted Python Programming, Second Edition'?

This edition primarily focuses on leveraging AI tools like GitHub Copilot and ChatGPT to enhance Python programming skills. It provides insight into how these AI technologies can assist in coding, debugging, and optimizing code. By employing real-world examples, the book allows readers to see how AI can boost productivity and creativity in programming tasks.

Who is the target audience for this book?

The book is suitable for both beginners and intermediate Python programmers looking to enhance their skills with AI tools. If you are a developer wanting to stay ahead of technological trends or an aspiring programmer seeking practical applications of AI in coding, this book can provide valuable resources and insights to refine your abilities.

What are the key benefits of using GitHub Copilot and ChatGPT as outlined in the book?

Key benefits include improved coding efficiency, reduced time spent on debugging, and enhanced creativity. GitHub Copilot offers code suggestions and completions based on context, while ChatGPT can assist with explanations and troubleshooting. These tools can be used in diverse scenarios like completing complex projects, learning new programming concepts, or even automating repetitive tasks.

Does the book cover practical projects or case studies?

Yes, the book is filled with practical projects and case studies that illustrate the use of AI in real-world programming tasks. By working through these projects, readers can gain hands-on experience and see how AI can solve actual coding challenges or improve existing workflows, making the learning experience both applicable and engaging.

Are there prerequisites for reading this book?

While there's no strict prerequisite, familiarity with basic Python programming concepts is recommended. If you have a foundational understanding of Python syntax and programming principles, this book will allow you to effectively learn how to integrate AI tools into your coding practice, maximizing the new functionalities provided by GitHub Copilot and ChatGPT.

How does this second edition differ from the first edition?

The second edition includes updated content reflecting the latest advancements in AI technology, new examples, enhanced code snippets, and a more comprehensive exploration of tools like GitHub Copilot and ChatGPT. These enhancements provide readers with the most current techniques and practices, ensuring relevancy in a quickly evolving field.

Can this book help in preparing for Python programming interviews?

Absolutely! The book's focus on advanced coding techniques and problem-solving with AI tools can enhance your preparation for Python programming interviews. By practicing the projects and methodologies provided, you'll gain a stronger grasp of both fundamental and advanced programming concepts, which are often discussed in technical interviews, boosting your confidence.

Is this book suitable for self-study, or does it require guided instruction?

This book is well-suited for self-study, featuring clear explanations, structured content, and guided projects. Self-learners can easily follow the chapters at their own pace, utilizing the examples and exercises provided as a way to reinforce learning. The extensive use of AI features encourages experiential learning, making it engaging for independent study.

Will I find coding examples in the book that utilize real-life scenarios?

Yes, the book offers numerous coding examples based on real-life scenarios, showcasing practical applications of Python programming with AI assistance. These examples range from simple scripts to complex applications, helping readers understand how to implement concepts in real-world situations and make their projects more impactful.

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Learn AI-Assisted Python Programming, Second Edition: With GitHub Copilot and ChatGPT

Learn AI-Assisted Python Programming has taught thousands of aspiring programmers how to write Python the easy way—with the help of AI.

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Learn AI-Assisted Python Programming, Second Edition: With GitHub Copilot and ChatGPT

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Hvad der skiller sig ud

AI Integration

Utilizes GitHub Copilot and ChatGPT to enhance learning, making programming intuitive and interactive for users, thus bridging the gap between theoretical knowledge and practical application.

Updated Content

The second edition includes the latest advancements in AI technology and programming techniques, ensuring readers are equipped with current best practices and tools for effective Python programming.

Hands-On Approach

Focuses on practical activities and real-world projects that solidify understanding, enabling readers to apply AI tools in coding tasks effectively, enhancing user engagement and retention.

Produktdetaljer

Whether you know Python or not, this book will help you write amazing Python code using the latest versions of Copilot or ChatGPT.Once, to be a programmer you had to write every line of code yourself. Now tools like GitHub Copilot can instantly generate working programs based on your description in plain English. An instant bestseller, Learn AI-Assisted Python Programming has taught thousands of aspiring programmers how to write Python the easy way—with the help of AI. It’s perfect for beginners, or anyone who’s struggled with the steep learning curve of traditional programming.In Learn AI-Assisted Python Programming, Second Edition you’ll learn how to:Write fun and useful Python applications—no programming experience required!Use the GitHub Copilot AI coding assistant to create Python programsWrite prompts that tell Copilot exactly what to doRead Python code and understand what it doesTest your programs to make sure they work the way you want them toFix code with prompt engineering or human tweaksApply Python creatively to help out on the jobAI moves fast, and so the new edition of Learn AI-Assisted Python Programming, Second Edition is fully updated to take advantage of the latest models and AI coding tools. Written by two esteemed computer science university professors, it teaches you everything you need to start programming Python in an AI-first world. You’ll learn skills you can use to create working apps for data analysis, automating tedious tasks, and even video games. Plus, in this new edition, you’ll find groundbreaking techniques for breaking down big software projects into smaller tasks AI can easily achieve.Foreword by Beth Simon.About the technologyThe way people write computer programs has changed forever. Using GitHub Copilot, you describe in plain English what you want your program to do, and the AI generates it instantly.About the bookThis book shows you how to create and improve Python programs using AI—even if you’ve never written a line of computer code before. Spend less time on the slow, low-level programming details and instead learn how an AI assistant can bring your ideas to life immediately. As you go, you’ll even learn enough of the Python language to understand and improve what your AI assistant creates.What's insidePrompts for working codeTweak code manually and with AI helpAI-test your programsLet AI handle tedious detailsAbout the readerIf you can move files around on your computer and install new programs, you can learn to write useful software!About the authorDr. Leo Porter is a Teaching Professor at UC San Diego. Dr. Daniel Zingaro is an Associate Teaching Professor at the University of Toronto.The technical editor on this book was Peter Morgan.Table of Contents1 Introducing AI-assisted programming with GitHub Copilot2 Getting started with Copilot3 Designing functions4 Reading Python code: Part 15 Reading Python code: Part 26 Testing and prompt engineering7 Problem decomposition8 Debugging and better understanding your code9 Automating tedious tasks10 Making some games11 Creating an authorship identification program12 Future directions

Publisher	Manning Publications
Publication date	October 29, 2024
Edition	2nd
Language	English
Print length	336 pages
ISBN-10	1633435997
ISBN-13	978-1633435995
Item Weight	1.25 pounds (570 grams)
Dimensions	7.38 x 0.84 x 9.25 inches (18.7 x 2.1 x 23.5 cm)

Hvem bør købe?

Beginner Programmers
Individuals new to programming can benefit from guided, straightforward instructions on Python with AI tools.
AI Enthusiasts
Tech-savvy users interested in artificial intelligence will appreciate learning programming with advanced AI tools like GitHub Copilot.
Developers Seeking Efficiency
Experienced programmers looking to enhance their coding efficiency will find AI-assisted features invaluable for productivity.

Absolute Beginners
Users without any programming knowledge might find the AI tools overwhelming without foundational skills in coding.

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No programming experience required to learn Python.
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Includes practical prompts for creating and improving Python code.
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Perfect for beginners and those overwhelmed by traditional programming.
Updated with the latest AI coding tools and techniques.

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