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Название: Data Science Essentials with R: Learn with focus on data manipulation, visualization, and machine learning
Автор: Abhishek Das
Издательство: BPB Publications
Год: 2025
Страниц: 268
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

This book teaches you to draw insights from your data. In today's data-driven business landscape, making informed decisions requires effective data analysis. This book guides you through the steps to import, structure, and visualize your data in R, and apply statistical and ML algorithms to drive better insights. This book offers a thorough introduction to data science, starting with R programming basics and advancing to ML and data visualization. Learn to clean, explore, and transform data using tools like dplyr. Key statistical concepts like probability, hypothesis testing, and modeling are covered, providing a foundation for data-driven decisions. Discover supervised and unsupervised ML techniques, feature engineering, and model evaluation. The book also provides career guidance in data science, including skill-building tips and job search strategies, equipping you to excel in this growing field. By the end of this book, you will be able to confidently use R to prepare data for analysis and apply ML algorithms to make predictions and drive business decisions.

Название: Software Craftsmanship Using AI: Practical guide for using LLMs in writing, reviewing and testing code
Автор: Almantas Karpavičius
Издательство: BPB Publications
Год: 2025
Страниц: 288
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

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. The purpose of this book is to take classic principles and put them into the context of AI. Is it enough to know theory, to be able to generate code using AI? Explore how much you can rely on AI (ChatGPT, GitHub Copilot)—and how much you need to know by yourself. We will aim to create a pair-programming-like experience and generate as much code as we can, writing as little code ourselves as possible. Quality is the key—at no point will we let the AI-generated code be worse than perfect. 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.

Название: Artificial Intelligence and Financial Security: Harnessing AI to protect and optimize financial systems
Автор: Piyush Ranjan, Brij Kishore Pandey, Rajiv Avacharmal
Издательство: BPB Publications
Год: 2025
Страниц: 320
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

This book “Artificial Intelligence and Financial Security” explores the transformative power of Artificial Intelligence (AI) in enhancing and safeguarding financial systems. This comprehensive guide looks into AI-driven solutions for fraud detection, risk management, regulatory compliance, and market forecasting. With detailed case studies, actionable insights, and expert analyses, the book equips the readers to tackle emerging challenges in financial security. It provides a deep dive into cutting-edge technologies like Machine Learning (ML), blockchain, and AI-powered cybersecurity, while highlighting the critical importance of ethical considerations and compliance with financial regulations. Each chapter is thoughtfully structured to guide readers from foundational concepts to practical strategies and insights into future trends in AI-driven finance. By the end of this book, you will be well-positioned to understand how AI is shaping the future of financial security.

Название: Language Intelligence: Expanding Frontiers in Natural Language Processing
Автор: Akshi Kumar
Издательство: Wiley-IEEE Press
Год: 2025
Страниц: 347
Язык: английский
Формат: pdf (true), epub
Размер: 18.3 MB

Thorough review of foundational concepts and advanced techniques in natural language processing (NLP) and its impact across sectors. Supported by examples and case studies throughout,Language Intelligence provides an in-depth exploration of the latest advancements in natural language processing (NLP), offering a unique blend of insight on theoretical foundations, practical applications, and future directions in the field. Comprised of 10 chapters, this book provides a thorough understanding of both foundational concepts and advanced techniques, starting with an overview of the historical development of NLP and essential mechanisms of Natural Language Understanding (NLU) and Natural Language Generation (NLG). It delves into the data landscape crucial for NLP, emphasizing ethical considerations, and equips readers with fundamental text processing techniques. The book also discusses linguistic features central to NLP and explores computational and cognitive approaches that enrich the field's advancement. Practical applications and advanced processing techniques across various sectors like healthcare, legal, finance, and education are showcased, along with a critical examination of NLP metrics and methods for evaluation. The appendices offer detailed explorations of text representation methods, advanced applications, and Python's NLP capabilities, aiming to inform, inspire, and ignite a passion for NLP in the ever-expanding digital universe.

Название: The Python Book - 19th Edition, 2025
Автор: Jon White (Editor)
Издательство: Future Publishing
Год: 2025
Страниц: 180
Язык: английский
Формат: pdf
Размер: 78.6 MB

Python is an incredibly versatile, expansive language that, due to its similarity to everyday language, is surprisingly easy to learn even for inexperienced programmers. It has seen a huge increase in popularity since the release and rise of the Raspberry Pi, for which Python is the officially recognised programming language. In this new edition of The Python Book, you'll find plenty of creative projects to help you get to grips with the combination of your Raspberry Pi and Python's powerful functionality, plus lots of tutorials that focus on Python's effectiveness away from the tiny computer. You'll learn all about how to code with Python from a standing start with our comprehensive masterclass, then go on to complete tutorials that will consolidate your skills and help you become fluent in the language. You'll learn how to make Python work for you with tutorials on coding with Django, Flask, Pygame and even more useful third-party frameworks. Get ready to become a true Python expert with the wealth of information contained within these pages.

Название: Applied Natural Language Processing with PyTorch 2.0: Master Advanced NLP Techniques, Transform Text Data into Insights, and Build Scalable AI Models with PyTorch 2.0
Автор: Deepti Chopra
Издательство: Orange Education Pvt Ltd, AVA
Год: 2025
Страниц: 204
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Unlock the Power of PyTorch 2.0 for Next-Level Natural Language Processing. Natural Language Processing (NLP) is revolutionizing industries, from chatbots to data insights. PyTorch 2.0 offers the tools to build powerful NLP models. Applied Natural Language Processing with PyTorch 2.0 provides a practical guide to mastering NLP with this advanced framework. This book starts with a strong foundation in NLP concepts and the essentials of PyTorch 2.0, ensuring that you are well-equipped to tackle advanced topics. It covers key techniques such as transformer models, pre-trained language models, sequence-to-sequence models, and more. Each chapter includes hands-on examples and code implementations for real-world application. With a focus on practical use cases, the book explores NLP tasks like sentiment analysis, text classification, named entity recognition, machine translation, and text generation. You'll learn how to preprocess text, design neural architectures, train models, and evaluate results. Whether you're a beginner or an experienced professional, this book will empower you to develop advanced NLP models and solutions.

Название: Java 22 for Healthcare and Medical Applications
Автор: Usharani Bhimavarapu
Издательство: CRC Press
Год: 2025
Страниц: 731
Язык: английский
Формат: pdf (true), epub
Размер: 21.2 MB

This comprehensive book delves into the key features introduced in Java 22, providing insights and practical examples to help readers understand and implement these enhancements within the context of medical applications with the goal of enhancing medical practices, streamlining processes, and improving patient care. Java 22 for Healthcare and Medical Applications explores the latest Java 22 and features the newest advancements in Java programming, including unnamed variables, launch multi-file source-code programs, and foreign function and memory APIs. From implementing advanced algorithms for medical image analysis to developing efficient healthcare management systems, this book shows how this tool can revolutionize the medical field. With clear explanations and 300+ hands-on examples, readers will learn how to leverage Java 22's cutting-edge features to build powerful and efficient applications. This book is ideal for Java developers who want to upgrade their skills to Java 22.

Название: 100 C++ Mistakes and How to Avoid Them (Final Release)
Автор: Rich Yonts
Издательство: Manning Publications
Год: 2025
Страниц: 532
Язык: английский
Формат: pdf, epub (true), mobi
Размер: 10.1 MB

Learn how to handle errors, inefficiencies, and outdated paradigms by exploring the most common mistakes you’ll find in production C++ code. 100 C++ Mistakes and How To Avoid Them reveals the problems you’ll inevitably encounter as you write new C++ code and diagnose legacy applications, along with practical techniques you need to resolve them. 100 C++ Mistakes and How To Avoid Them gives you practical insights and techniques to improve your C++ coding kung fu. Author Rich Yonts has been using C++ since its invention in the 1980s. This book distills that experience into practical, reusable advice on how C++ programmers at any skill level can improve their code. Unlike many C++ books that concentrate on language theory and toy exercises, this book is loaded with real examples from production codebases. Over ten billion lines of C++ code are running in production applications, and 98-developers find and fix mistakes in them every day. Even mission-critical applications have bugs, performance inefficiencies, and readability problems. This book will help you identify them in the code you’re maintaining and avoid them in the code you’re writing. Covers C++ 98 through 23, with an emphasis on diagnosing and improving legacy code.

Название: Docker Deep Dive: Zero to Docker in a single book, 2025 Edition
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2025-01-05
Страниц: 372
Язык: английский
Формат: epub
Размер: 10.6 MB

Where would you be if you hadn't surfed the virtualization wave? Probably not a good place! Well... another wave is on us - the containerization wave - and if you don't surf this one you're probably gonna drown. This book is your instruction manual on how to surf the containerization wave! Starting from scratch, you'll learn what containers are, how to start them, stop them, and delete them. You'll learn how to run applications in them and manage it all at scale. You'll also learn the theory of how it all works and plugs together behind the scenes so that you don't just know the right commands, but you also know what's going on behind the scenes. This edition was published in January 2025 and is up to date with the latest industry trends and the latest enhancements to Docker. The technical stuff section covers everything you need to know about images, containers, multi-container microservices apps, and the increasingly important topic of orchestration. It even covers WebAssembly, AI, vulnerability scanning, debugging containers, high availability, and more.

Название: Quick Start Kubernetes (2025 Edition)
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2025-01-14
Страниц: 143
Язык: английский
Формат: pdf, epub
Размер: 13.2 MB

Demystify Kubernetes, the architecture and how to deploy apps. Brought to you by best-selling author and global training guru Nigel Poulton, Quick Start Kubernetes is the fastest way to wrap your head around Kubernetes and get your hands-on deploying a simple app. When you've finished the book, you'll be ready to rock-and-roll with Kubernetes. Quick Start Kubernetes, brought to you by best-selling author Nigel Poulton, assumes zero prior experience and gets you to the point you can hold your own deploying and managing a simple app. You’ll learn why we have Kubernetes, what it is, and where it’s going. On the theory front, you’ll learn about microservices, orchestration, why Kubernetes is the OS of the cloud, and Kubernetes architecture. On the hands-on front, you’ll build a cluster, containerize an app, deploy it, break it, see Kubernetes fix it, scale it, and perform a rolling update. And as this is a quick start guide, you’ll be up-to-speed in no time.