Software Craftsmanship Using Ai
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Software Craftsmanship Using Ai
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Author : Almantas Karpavičius
language : en
Publisher: BPB Publications
Release Date : 2024-12-31
Software Craftsmanship Using Ai written by Almantas Karpavičius and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-31 with Computers categories.
DESCRIPTION This book is a workshop to create software using AI. A reader will be taken through a series of requirements and create a practical API from scratch. AI is without a doubt a productivity boost, and our goal is to help you maximize the boost by writing prompts effectively to generate, refactor, test, and review code. This book is also a modern take on software design fundamentals. To be able to scrutinize AI-generated code and to be able to guide AI effectively to better results, one should understand the theory behind software design. It starts with basics like clean function design and object-oriented principles, then advances to SOLID principles, design patterns, and Onion architecture. Readers will learn essential testing methods, including unit, integration, and acceptance tests using BDD and Specflow. The guide covers API development, focusing on security, validation, error handling, and external system integration. It also explains CI/CD pipelines using Azure DevOps, including build and deployment pipelines with YAML configurations. Lastly, this book teaches us to embrace the changes in software requirements. The end goal is to teach a reader how to implement changes in software with minimum change to existing lines of code.You will be well-equipped to leverage AI as a valuable asset in your software development toolbox. KEY FEATURES ● Using AI tools to enhance your development process, from code generation to testing. ● Build a real-world "Nutrition Advisor" application from start to finish, applying the concepts and techniques learned throughout the book. ● Discover how to write clean, maintainable code using SOLID principles. WHAT YOU WILL LEARN ● The fundamentals of software design like KISS, OOP, SOLID, and key design Patterns. ● Use Effective prompt engineering for generating code, refactoring, testing, and reviewing. ● Code review both for human and AI-generated code. ● Design which minimizes changes when new requirements are introduced. ● Build .NET REST Web API with tests. ● Build CI/CD pipelines to deploy to Azure. WHO THIS BOOK IS FOR This book is intended for software developers, aspiring programmers, and students in computer science or related fields who have a basic understanding of programming concepts and are eager to deepen their knowledge of software design principles and best practices. TABLE OF CONTENTS 1. Clean Functions 2. Object Oriented Programming 3. SOLID Principles 4. Design Patterns 5. Unit Testing 6. Building a Web API 7. ChatGPT Integration to WebAPI 8. Clean Architecture 9. Continuous Integration 10. Continuous Deployment Appendix A: Final Thoughts Appendix B: Cheat Sheet
Software Craftsmanship A Guide To Building Reliable Maintainable And Reusable Software
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-07-17
Software Craftsmanship A Guide To Building Reliable Maintainable And Reusable Software written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-17 with Technology & Engineering categories.
In a world increasingly reliant on technology, software has become the driving force behind innovation and progress. From the devices in our pockets to the systems that power our businesses and governments, software is shaping our lives in profound ways. Yet, as software becomes more complex and ubiquitous, the need for skilled software developers and engineers has never been greater. Simply knowing how to code is no longer enough. Today's employers seek individuals who possess not just technical expertise but also a deep understanding of software craftsmanship. Software craftsmanship is a philosophy and a set of practices that emphasize the creation of high-quality, maintainable, and reliable software. It is a mindset that values excellence in software development, prioritizing factors such as code readability, testability, and extensibility. Software craftsmen take pride in their work, striving to produce elegant and efficient code that stands the test of time. This book is the ultimate guide to software craftsmanship, providing readers with the knowledge and skills they need to become true masters of their craft. Written by a team of experienced software architects and engineers, this book covers a wide range of topics, from the fundamentals of software design and architecture to the latest trends and best practices in software development. With its clear explanations, practical examples, and actionable advice, this book will equip you with the skills and knowledge necessary to build high-quality software that meets the demands of the modern world. Whether you are a seasoned developer looking to refine your skills or a newcomer to the field seeking a solid foundation, this book is an invaluable resource. Join us on a journey to explore the art and science of software craftsmanship. Discover the principles, patterns, and techniques that define this essential discipline, and unlock your potential to become a true software craftsman. If you like this book, write a review!
Software Craftsmanship
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Author : Pete McBreen
language : en
Publisher: Addison-Wesley Professional
Release Date : 2002
Software Craftsmanship written by Pete McBreen and has been published by Addison-Wesley Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Computers categories.
This book introduces the author's collection of wisdom under one umbrella: Software Craftmanship. This approach is unique in that it spells out a programmer-centric way to build software. In other words, all the best computers, proven components, and most robust languages mean nothing if the programmer does not understand their craft.
Clean Code
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Author : Robert C. Martin
language : en
Publisher: Pearson Education
Release Date : 2008-08-01
Clean Code written by Robert C. Martin and has been published by Pearson Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-08-01 with Computers categories.
Even bad code can function. But if code isn’t clean, it can bring a development organization to its knees. Every year, countless hours and significant resources are lost because of poorly written code. But it doesn’t have to be that way. Noted software expert Robert C. Martin presents a revolutionary paradigm with Clean Code: A Handbook of Agile Software Craftsmanship. Martin has teamed up with his colleagues from Object Mentor to distill their best agile practice of cleaning code “on the fly” into a book that will instill within you the values of a software craftsman and make you a better programmer–but only if you work at it. What kind of work will you be doing? You’ll be reading code–lots of code. And you will be challenged to think about what’s right about that code, and what’s wrong with it. More importantly, you will be challenged to reassess your professional values and your commitment to your craft. Clean Code is divided into three parts. The first describes the principles, patterns, and practices of writing clean code. The second part consists of several case studies of increasing complexity. Each case study is an exercise in cleaning up code–of transforming a code base that has some problems into one that is sound and efficient. The third part is the payoff: a single chapter containing a list of heuristics and “smells” gathered while creating the case studies. The result is a knowledge base that describes the way we think when we write, read, and clean code. Readers will come away from this book understanding How to tell the difference between good and bad code How to write good code and how to transform bad code into good code How to create good names, good functions, good objects, and good classes How to format code for maximum readability How to implement complete error handling without obscuring code logic How to unit test and practice test-driven development This book is a must for any developer, software engineer, project manager, team lead, or systems analyst with an interest in producing better code.
Apprenticeship Patterns
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Author : Dave Hoover
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2009-10-02
Apprenticeship Patterns written by Dave Hoover and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-10-02 with Computers categories.
Are you doing all you can to further your career as a software developer? With today's rapidly changing and ever-expanding technologies, being successful requires more than technical expertise. To grow professionally, you also need soft skills and effective learning techniques. Honing those skills is what this book is all about. Authors Dave Hoover and Adewale Oshineye have cataloged dozens of behavior patterns to help you perfect essential aspects of your craft. Compiled from years of research, many interviews, and feedback from O'Reilly's online forum, these patterns address difficult situations that programmers, administrators, and DBAs face every day. And it's not just about financial success. Apprenticeship Patterns also approaches software development as a means to personal fulfillment. Discover how this book can help you make the best of both your life and your career. Solutions to some common obstacles that this book explores in-depth include: Burned out at work? "Nurture Your Passion" by finding a pet project to rediscover the joy of problem solving. Feeling overwhelmed by new information? Re-explore familiar territory by building something you've built before, then use "Retreat into Competence" to move forward again. Stuck in your learning? Seek a team of experienced and talented developers with whom you can "Be the Worst" for a while. "Brilliant stuff! Reading this book was like being in a time machine that pulled me back to those key learning moments in my career as a professional software developer and, instead of having to learn best practices the hard way, I had a guru sitting on my shoulder guiding me every step towards master craftsmanship. I'll certainly be recommending this book to clients. I wish I had this book 14 years ago!"-Russ Miles, CEO, OpenCredo
Designing With Ai Ethical Challenges And Opportunities In Indian Craft Based Fashion
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Author : Rikhil Nagpal
language : en
Publisher: LWRN Studio
Release Date : 2025-06-09
Designing With Ai Ethical Challenges And Opportunities In Indian Craft Based Fashion written by Rikhil Nagpal and has been published by LWRN Studio this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-09 with Crafts & Hobbies categories.
In an era where artificial intelligence is redefining every industry it touches, what does it mean to innovate in a way that honors heritage rather than erasing it? Designing with AI: Ethical Challenges and Opportunities in Indian Craft-Based Fashion explores this pressing question through the lens of one of India’s most iconic textile traditions—the Maheshwari saree. Bridging centuries-old handloom wisdom with cutting-edge digital tools, this book invites readers into a conversation between artisans and algorithms, tradition and technology, ethics and evolution. Author Rikhil Nagpal draws from immersive field research, surveys with weavers, designers, consumers, and policy makers, and the development of a custom AI language model—the Maheshwari Saree GPT—to craft a thoughtful, multi-dimensional exploration of how AI can participate in craft-based design without compromising its cultural soul. With critical insight and cultural sensitivity, this book unpacks core concerns such as: Authorship, ownership, and the risk of appropriation in machine-generated design The socio-economic impact of AI tools on artisan livelihoods Frameworks for ethical co-creation and digital storytelling New possibilities in craft preservation, pedagogy, and design innovation Perfect for designers, technologists, researchers, educators, and cultural advocates, this book is a timely invitation to rethink how we design with care in an increasingly automated world.
Artificial Intelligence With Microsoft Power Bi
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Author : Jen Stirrup
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-03-28
Artificial Intelligence With Microsoft Power Bi written by Jen Stirrup and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-28 with Computers categories.
Advance your Power BI skills by adding AI to your repertoire at a practice level. With this practical book, business-oriented software engineers and developers will learn the terminologies, practices, and strategy necessary to successfully incorporate AI into your business intelligence estate. Jen Stirrup, CEO of AI and BI leadership consultancy Data Relish, and Thomas Weinandy, research economist at Upside, show you how to use data already available to your organization. Springboarding from the skills that you already possess, this book adds AI to your organization's technical capability and expertise with Microsoft Power BI. By using your conceptual knowledge of BI, you'll learn how to choose the right model for your AI work and identify its value and validity. Use Power BI to build a good data model for AI Demystify the AI terminology that you need to know Identify AI project roles, responsibilities, and teams for AI Use AI models, including supervised machine learning techniques Develop and train models in Azure ML for consumption in Power BI Improve your business AI maturity level with Power BI Use the AI feedback loop to help you get started with the next project
Can Ai Craft Communication
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Author : Richard Tigges
language : en
Publisher: BoD – Books on Demand
Release Date : 2025-03-07
Can Ai Craft Communication written by Richard Tigges and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-07 with Business & Economics categories.
Can AI craft communication? And how do you get a company to the forefront of the Generative AI (GenAI) movement or at least among the fast followers? At the moment, there are actually far more communication professionals dealing with this question than would like to admit. In this guide, Richard Tigges, experienced radio and TV journalist and CommTech PR strategist, takes away the fear of taking the first (or second) step. The book is a concrete guide on how to introduce artificial intelligence into your PR or marketing department quickly, efficiently and, above all, in a meaningful way. There are quick wins and long-term, strategic decisions that will pay off.
Hands On Artificial Intelligence On Amazon Web Services
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Author : Subhashini Tripuraneni
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-10-04
Hands On Artificial Intelligence On Amazon Web Services written by Subhashini Tripuraneni and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-04 with Computers categories.
Perform cloud-based machine learning and deep learning using Amazon Web Services such as SageMaker, Lex, Comprehend, Translate, and Polly Key FeaturesExplore popular machine learning and deep learning services with their underlying algorithmsDiscover readily available artificial intelligence(AI) APIs on AWS like Vision and Language ServicesDesign robust architectures to enable experimentation, extensibility, and maintainability of AI appsBook Description From data wrangling through to translating text, you can accomplish this and more with the artificial intelligence and machine learning services available on AWS. With this book, you’ll work through hands-on exercises and learn to use these services to solve real-world problems. You’ll even design, develop, monitor, and maintain machine and deep learning models on AWS. The book starts with an introduction to AI and its applications in different industries, along with an overview of AWS artificial intelligence and machine learning services. You’ll then get to grips with detecting and translating text with Amazon Rekognition and Amazon Translate. The book will assist you in performing speech-to-text with Amazon Transcribe and Amazon Polly. Later, you’ll discover the use of Amazon Comprehend for extracting information from text, and Amazon Lex for building voice chatbots. You will also understand the key capabilities of Amazon SageMaker such as wrangling big data, discovering topics in text collections, and classifying images. Finally, you’ll cover sales forecasting with deep learning and autoregression, before exploring the importance of a feedback loop in machine learning. By the end of this book, you will have the skills you need to implement AI in AWS through hands-on exercises that cover all aspects of the ML model life cycle. What you will learnGain useful insights into different machine and deep learning modelsBuild and deploy robust deep learning systems to productionTrain machine and deep learning models with diverse infrastructure specificationsScale AI apps without dealing with the complexity of managing the underlying infrastructureMonitor and Manage AI experiments efficientlyCreate AI apps using AWS pre-trained AI servicesWho this book is for This book is for data scientists, machine learning developers, deep learning researchers, and artificial intelligence enthusiasts who want to harness the power of AWS to implement powerful artificial intelligence solutions. A basic understanding of machine learning concepts is expected.
Intelligent And Fuzzy Systems
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Author : Cengiz Kahraman
language : en
Publisher: Springer Nature
Release Date : 2024-09-01
Intelligent And Fuzzy Systems written by Cengiz Kahraman and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-01 with Computers categories.
This book presents recent research in intelligent and fuzzy techniques on Intelligent Industrial Informatics and Efficient Networks. This cutting-edge field integrates advanced technologies, such as artificial intelligence, machine learning and data analytics, into industrial processes, revolutionizing the way industries operate. The book presents the examples of the implementation of smart sensors and IoT devices, which facilitate real-time data collection and communication. High-speed, low-latency networks ensure that information flows effortlessly between devices, enabling timely responses and enabling the coordination of complex manufacturing processes. This network architecture supports the integration of edge computing, where data processing occurs closer to the source, reducing latency and enabling faster decision-making. The readers can benefit from this book for maintaining a leadership position among competitors in both manufacturing and service companies. The intended readers are intelligent and fuzzy systems researchers, lecturers, M.Sc. and Ph.D. students studying intelligent and fuzzy techniques. The book covers fuzzy logic theory and applications, heuristics and metaheuristics from optimization to machine learning, from quality management to risk management, making the book an excellent source for researchers.