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 Название: Data Science in 30 Days: The Complete Beginner's Guide
Автор: Aniket Jain
Издательство: Independently published
Серия: Zero to Hero in 30 Days: The Accelerated Learning Series
Год: 2025
Страниц: 179
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
Data Science in 30 Days: The Complete Beginner’s Guide is the ultimate hands-on roadmap for anyone looking to master Data Science for dummies and transition into the world of data-driven decision-making. Designed to take you from an absolute beginner to a confident data practitioner in just 30 days, this book provides a structured, easy-to-follow approach to learning Data Science for beginners efficiently. With step-by-step lessons, real-world examples, and hands-on exercises, this book is perfect for those looking for a Python Data Science book that balances theory with practical applications. Whether you are a student, professional, or hobbyist, you’ll find everything you need to get started with Data Science projects with Python and apply it in various domains such as business analytics, finance, Artificial Intelligence, and Big Data processing. By the end of 30 days, you’ll have the confidence and skills to analyze data, build Machine Learning models, and derive meaningful insights. If you're looking for the best Data Science for dummies guide to start your journey, this is it. | |
Разместил: Ingvar16 21-05-2025, 21:30 | Комментарии: 0 | Подробнее
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 Название: Clean Apex Code: Software Design for Salesforce Developers
Автор: Pablo Gonzalez
Издательство: Apress
Год: 2025
Страниц: 411
Язык: английский
Формат: pdf, epub
Размер: 10.1 MB
Many developers excel at building solutions in Apex but lack formal training in the core principles of professional software engineering. This book changes that and provides a no-nonsense guide for experienced Salesforce developers ready to master the art of software design. Pragmatic, approachable, and to the point, this book focuses on essential practices like modularity, coupling, cohesion, and testing—not just to write better code, but to improve how teams deliver software. By emphasizing object-oriented programming, dependency injection, and boundaries, it equips you to design systems that are easier to maintain, test, and scale. With fast, reliable tests as a cornerstone, you’ll learn how great design enables true continuous integration and high-performance software delivery. Through actionable examples and clear explanations, you’ll learn how to design better systems, reduce complexity, and create codebases that stand the test of time. If you’re serious about your craft, Clean Apex Code will give you the tools and mindset to think like a professional software engineer and deliver software at a higher level. | |
Разместил: Ingvar16 21-05-2025, 20:45 | Комментарии: 0 | Подробнее
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 Название: The Art of AI Product Development: Delivering business value with AI
Автор: Janna Lipenkova
Издательство: Manning Publications
Год: 2025
Страниц: 368
Язык: английский
Формат: pdf (true)
Размер: 46.3 MB
A hands-on guide for delivering products infused with Artificial Intelligence! Learn how AI can improve content creation, accelerate data analysis, and upgrade process automation. The Art of AI Product Development teaches you how to successfully integrate AI into your software products. Written for product managers, team leads, and anyone responsible for the success of a software product or service, this practical book introduces Generative AI, AI-assisted data analytics, intelligent process automation, and more. You’ll love the examples from across many industries that illustrate the power and versatility of AI-powered solutions. The Art of AI Product Development gives you a clear framework, practical tools, and real-world examples to build confidence and succeed with new AI projects—even if you’re tackling AI for the first time. You’ll love the practical use cases and end-to-end scenarios from domains such as marketing, supply chain management, and sustainability. | |
Разместил: Ingvar16 21-05-2025, 16:40 | Комментарии: 0 | Подробнее
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 Название: Fundamentals of Devops and Software Delivery: A Hands-On Guide to Deploying and Managing Software in Production
Автор: Yevgeniy Brikman
Издательство: O’Reilly Media, Inc.
Год: 2025
Страниц: 649
Язык: английский
Формат: epub
Размер: 25.6 MB
This book is a guide to DevOps and software delivery: that is, a guide to the numerous tools and techniques that are required to take that application code and run it and maintain it in production, where it can generate value for your users and your company on an ongoing basis. This includes going through all the modern practices for deploying applications and microservices to the cloud, managing your infrastructure as code, automating your software delivery lifecycle in a CI/CD pipeline, configuring networking, setting up data stores, and hooking up monitoring. This book does not assume that you’re already an expert coder or expert sysadmin. A basic familiarity with programming, the command line, and server-based software (e.g., websites) should suffice. Everything else you need, you’ll be able to pick up as you go. The only tools you need are a computer, an internet connection, and the desire to learn. | |
Разместил: Ingvar16 21-05-2025, 15:57 | Комментарии: 0 | Подробнее
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Название: Python. К вершинам мастерства
Автор: Лучано Рамальо
Издательство: ДМК-Пресс
Страниц: 769
Формат: pdf/djvu
Размер: 20 мб
Год издания: 2016
Язык Python настолько прост, что научиться продуктивно писать на нем программы можно быстро, но зачастую вы при этом используете не все имеющиеся в нем возможности.
Это практическое пособие покажет, как создавать эффективный идиоматичный код на Python, задействуя его лучшие — и иногда несправедливо игнорируемые — черты. Автор, Лучано Рамальо, рассказывает от базовых средствах и библиотеках Python и демонстрирует, как сделать код одновременно короче, быстрее и понятнее. Многие опытные программисты стараются подогнать Python под приемы, знакомые им по работе с другими языками. Эта книга покажет им, как достичь истинного профессионализма в программировании на Python 3. | |
Разместил: rivasss 21-05-2025, 07:01 | Комментарии: 1 | Подробнее
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 Название: Professional Guide to Linux System Programming: Understanding and Implementing Advanced Techniques
Автор: Adam Jones
Издательство: NOB TREX L.L.C.
Год: November 4, 2024
Страниц: 290
Язык: английский
Формат: pdf, epub (true)
Размер: 13.2 MB
"Professional Guide to Linux System Programming: Understanding and Implementing Advanced Techniques" is an essential resource for those eager to deepen their expertise of Linux and master advanced system programming skills. This comprehensive guide delves into the technical depths of the Linux operating system, from its kernel intricacies to the complexities of device drivers and kernel modules. Covering a broad spectrum of topics such as file operations, process management, interprocess communication, memory management, network programming, debugging, application security, and sophisticated programming methodologies, it offers a thorough exploration of essential system programming principles. The target audience for this book spans seasoned and aspiring Linux system programmers, software developers with a vested interest in the Linux ecosystem, system administrators striving to refine their system automation and management capabilities, and students in computer science or related disciplines desiring a profound understanding of operating systems. | |
Разместил: Ingvar16 21-05-2025, 05:53 | Комментарии: 0 | Подробнее
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 Название: Cyber Sleuthing with Python: Crafting Advanced Security Tools
Автор: Peter Jones
Издательство: NOB TREX L.L.C.
Год: September 20, 2024
Страниц: 377
Язык: английский
Формат: pdf, epub (true)
Размер: 14.7 MB
Embark on a journey into the dynamic world of cybersecurity with "Cyber Sleuthing with Python: Crafting Advanced Security Tools," a definitive guide that elevates your ability to safeguard digital assets against ever-changing threats. This meticulously crafted book delves into the essential role Python plays in ethical hacking, providing an in-depth exploration of how to identify vulnerabilities, ethically exploit them, and bolster system security. From setting up your own ethical hacking lab with Python to mastering network scanning, vulnerability assessment, exploitation techniques, and beyond, this guide leaves no stone unturned. Each chapter is enriched with detailed explanations, practical demonstrations, and real-world scenarios, ensuring you acquire both theoretical knowledge and hands-on experience essential for excelling in cybersecurity. Whether you're a cybersecurity professional seeking to deepen your expertise, a Computer Science student looking to enhance your education with practical skills, or a programming enthusiast curious about ethical hacking, this book is your gateway to advancing your capabilities. | |
Разместил: Ingvar16 21-05-2025, 05:16 | Комментарии: 0 | Подробнее
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 Название: The Computer Always Wins: A Playful Introduction to Algorithms through Puzzles and Strategy Games
Автор: Elliot Lichtman
Издательство: The MIT Press
Год: 2025
Страниц: 200
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
An engaging and approachable resource for beginning-to-intermediate coders eager to learn advanced ideas in computer programming. In The Computer Always Wins, Elliot Lichtman will teach you some of computer science’s most powerful concepts in a refreshingly accessible way: exploring them through word games, board games, and strategy games you already know. Learn recursion by playing tic-tac-toe, efficient search through puzzle games like sudoku and Wordle, and Machine Learning by way of the playground classic rock-paper-scissors. Finish the book, and you’ll come away with not only a deeper understanding of these foundational programming techniques but also a new appreciation for the amazing feats that can be accomplished using simple, readable code. There, I put not only a full working Python implementation of minimax tic-tac-toe but also some debug code that will allow you to see exactly what the computer is doing as it plays the game. | |
Разместил: Ingvar16 21-05-2025, 04:39 | Комментарии: 0 | Подробнее
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 Название: Continual and Reinforcement Learning for Edge AI: Framework, Foundation, and Algorithm Design
Автор: Hang Wang, Sen Lin, Junshan Zhang
Издательство: Springer
Серия: Synthesis Lectures on Learning, Networks, and Algorithms
Год: 2025
Страниц: 269
Язык: английский
Формат: pdf
Размер: 10.5 MB
This book provides a comprehensive introduction to continual and reinforcement learning for Edge AI, which investigates how to build an AI agent that can continuously solve new learning tasks and enhance the AI at resource-limited edge devices. The authors introduce readers to practical frameworks and in-depth algorithmic foundations. The book surveys the recent advances in the area, coming from both academic researchers and industry professionals. The authors also present their own research findings on continual and Reinforcement Learning for Edge AI. The book also covers the practical applications of the topic and identifies exciting future research opportunities. One of the key driving forces behind AI is the development of Deep Learning and deep neural networks (DNNs) since 2010s, which have achieved astonishing successes in solving ML problems and demonstrated great superiority over classical ML approaches, e.g., decision tree and Baysian networks. Notably, consisting of a series of layers, artificial neural networks (ANNs) can extract the underlying features from data in a hierarchical manner and provide a universal function approximator for ML problems. | |
Разместил: Ingvar16 21-05-2025, 03:29 | Комментарии: 0 | Подробнее
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 Название: Optimization Algorithms in Machine Learning: A Meta-heuristics Perspective
Автор: Debashish Das, Ali Safaa Sadiq, Seyedali Mirjalili
Издательство: Springer
Год: 2025
Страниц: 189
Язык: английский
Формат: pdf (true), epub
Размер: 28.9 MB
This book explores the development of several new learning algorithms that utilize recent optimization techniques and meta-heuristics. It addresses well-known models such as particle swarm optimization, genetic algorithm, ant colony optimization, evolutionary strategy, population-based incremental learning, and grey wolf optimizer for training neural networks. Additionally, the book examines the challenges associated with these processes in detail. This volume will serve as a valuable reference for individuals in both academia and industry. Artificial Intelligence which mostly simulates the human intelligence through machine is one of the most trending technologies around the globe that impacts almost every domain these days. Whereas, optimization relates to the process of finding the optimum solution to a particular problem satisfying some given constraints within AI. We decided to write this book to share our understanding of optimization leveraging meta-heuristic algorithms for solving stock market prediction. The first goal of this book is to demonstrate what a meta-heuristic algorithm is and what its applications are. The second goal of this book is to show how to prepare and employ a meta-heuristic algorithm for a given optimization problem: how to create models, how to test them, and how to use them. | |
Разместил: Ingvar16 21-05-2025, 01:36 | Комментарии: 0 | Подробнее
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