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 Название: Hands-on Deep Learning: A Guide to Deep Learning with Projects and Applications
Автор: Harsh Bhasin
Издательство: Apress
Год: 2024
Страниц: 373
Язык: английский
Формат: pdf (true), epub (true)
Размер: 34.6 MB
This book discusses Deep Learning, from its fundamental principles to its practical applications, with hands-on exercises and coding. It focuses on Deep Learning (DL) techniques and shows how to apply them across a wide range of practical scenarios. The book begins with an introduction to the core concepts of DL. It delves into topics such as transfer learning, multi-task learning, and end-to-end learning, providing insights into various DL models and their real-world applications. Next, it covers neural networks, progressing from single-layer perceptrons to multi-layer perceptrons, and solving the complexities of backpropagation and gradient descent. It explains optimizing model performance through effective techniques, addressing key considerations such as hyperparameters, bias, variance, and data division. It also covers convolutional neural networks (CNNs) through two comprehensive chapters, covering the architecture, components, and significance of kernels implementing well-known CNN models such as AlexNet and LeNet. It concludes with exploring autoencoders and generative models such as Hopfield Networks and Boltzmann Machines, applying these techniques to a diverse set of practical applications. For Machine Learning engineers, data scientists, AI practitioners, software developers, and engineers interested in Deep Learning. | |
Разместил: Ingvar16 8-03-2025, 20:37 | Комментарии: 0 | Подробнее
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 Название: The Ultimate jаvascript Handbook: Coding, Debugging, and Optimizing
Автор: Mike Zephalon
Издательство: Independently published
Год: August 28, 2024
Страниц: 668
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
The "Ultimate jаvascript Handbook: Coding, Debugging, and Optimizing" serves as a comprehensive guide for both novice and experienced developers. By exploring topics such as data structures, loops, logic, object-oriented programming, functions, and design patterns, readers will gain a deep understanding of how to write efficient, maintainable, and scalable jаvascript code. This book is an essential resource for developers looking to enhance their jаvascript skills and stay ahead in the ever-evolving world of web development. jаvascript is a high-level, interpreted programming language that enables you to implement complex features on web pages, such as interactive forms, animations, and real-time content updates. It’s versatile and can be used for both front-end and back-end development. jаvascript is everywhere, from web browsers to servers (Node.js). | |
Разместил: Ingvar16 8-03-2025, 19:52 | Комментарии: 0 | Подробнее
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 Название: Role of Nature-Inspired Algorithms in Real-life Problems
Автор: Vanita Garg, Kusum Deep
Издательство: Springer
Год: 2025
Страниц: 149
Язык: английский
Формат: pdf (true), epub
Размер: 31.0 MB
The book includes nature-inspired optimization techniques and their applications. It offers recent trends in the field of nature-inspired algorithms for solving real-life problems in various fields related to manufacturing, Artificial Intelligence (AI), finance, etc. Nature-inspired optimization techniques are not only useful but also needed for solving open-ended problems. Understanding nature-inspired techniques and their importance for solving real-life problems can open many directions for researchers and academicians. This book will be helpful in acquiring knowledge of nature-inspired optimization techniques in various fields of real-life applications. In an era where technological advancements drive the competitive edge across industries, the application of nature-inspired algorithms stands at the forefront of solving complex, real-world problems. These algorithms, inspired by natural processes such as evolution, swarming, and biogeography, offer innovative and efficient solutions that traditional methods often fail to achieve. This book serves as a comprehensive guide to understanding and applying these powerful techniques to a diverse array of practical challenges. | |
Разместил: Ingvar16 8-03-2025, 16:04 | Комментарии: 0 | Подробнее
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 Название: Java Concurrency and Multithreading: Unlock the Secrets of Expert-Level Skills
Автор: Larry Jones
Издательство: Walzone Press
Год: 2025
Страниц: 526
Язык: английский
Формат: epub (true)
Размер: 10.1 MB
"Java Concurrency and Multithreading: Unlock the Secrets of Expert-Level Skills" is the definitive guide for seasoned programmers looking to refine their proficiency in concurrent programming and multithreading using Java. Dive into the complexities of Java's concurrency model with this detailed, expertly crafted book, which ensures you harmonize theory with practice. Each chapter systematically unravels Java’s sophisticated frameworks and tools, helping you grasp the nuances of optimizing and managing concurrent tasks efficiently. Gain a competitive edge by mastering foundational topics, from understanding the Java Memory Model to implementing safe and efficient parallel algorithms. This book demystifies advanced concepts, such as using the Fork/Join Framework, leveraging concurrent collections, and adopting performance tuning techniques, making them accessible and actionable. Through comprehensive discussions of best practices and real-world examples, you'll learn how to design high-performing, scalable applications resilient to concurrency pitfalls such as race conditions and deadlocks. | |
Разместил: Ingvar16 8-03-2025, 06:09 | Комментарии: 0 | Подробнее
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 Название: Writing Secure and Maintainable Python Code: Unlock the Secrets of Expert-Level Skills
Автор: Larry Jones
Издательство: Walzone Press
Год: 2025
Страниц: 612
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
Unlock the secrets of expert-level Python programming with "Writing Secure and Maintainable Python Code: Unlock the Secrets of Expert-Level Skills." This comprehensive guide equips seasoned developers with the advanced techniques necessary to enhance the security and maintainability of their Python applications. From implementing cutting-edge security protocols to mastering robust code structures with proven design patterns, this text offers a wealth of insights to elevate your coding practices. Delve into critical topics such as secure authentication, data encryption, and optimizing performance to ensure your applications are both resilient and efficient. Each chapter progresses through carefully curated sections, each designed to build upon the last, providing a cohesive understanding of the nuanced challenges in modern Python development. With a focus on real-world applicability, these strategies empower you to safeguard your projects from vulnerabilities and improve long-term maintainability. | |
Разместил: Ingvar16 7-03-2025, 20:49 | Комментарии: 0 | Подробнее
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 Название: Practical Lua 5 Programming: Explore Lua's programming capabilities with 100+ sample demonstrations and programs
Автор: Brynna Kevar
Издательство: GitforGits
Год: 2025
Страниц: 253
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
If you're into Lua programming, then this "Practical Lua 5 Programming" is a must-read. It's a hands-on book that'll help you get up and running quickly. It's got clear, step-by-step examples that'll walk you through everything from setting up your development environment to building dynamic web applications and embedding Lua in other programming languages. Every chapter starts with an essential concept and then gives you some practical exercises to help you learn it. You'll see how powerful Lua can be as you work through problems and get immediate results. You'll start with the basics, like installing Lua on Linux, writing your first script, and learning the core language features like variables, data types, tables, functions, and control structures. And it gets even better—you'll dive into advanced stuff like metatables, coroutines, and closures. The book also takes you through web development using Lapis framework, demonstrating routing, template rendering, session management, and deploying applications. You'll also see how Lua can be embedded in jаvascript and Python applications, enabling you to leverage Lua's speed and efficiency in varied environments. Whether you're building scripts, web applications, or integrating Lua with other languages, this book gives you the tools and insights you need to get started confidently with Lua programming. | |
Разместил: Ingvar16 7-03-2025, 20:17 | Комментарии: 0 | Подробнее
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 Название: Building Decentralized Applications with Ethereum and Solidity: Design, Develop, and Deploy Secure, Scalable, and Efficient DApps on Ethereum Blockchain with Solidity
Автор: Shri Raghu Raaman Thiyagharajan
Издательство: Orange Education Pvt Ltd
Год: 2025
Страниц: 689
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB
The Definitive Guide to Mastering Ethereum-Powered Applications. Blockchain technology is revolutionizing the digital world, offering transparency, security, and decentralization. This book, Building Decentralized Applications with Ethereum and Solidity, serves as a comprehensive guide to mastering blockchain development using Ethereum, the most widely adopted platform for decentralized applications (DApps). Designed for developers, blockchain enthusiasts, and professionals, it provides a clear understanding of blockchain concepts while equipping readers with practical skills to create secure and scalable smart contracts. The book begins with the fundamentals, introducing blockchain technology, cryptography, and the architecture of platforms including Bitcoin and Ethereum. It then delves into advanced topics, including Solidity programming, smart contract development, and tokenization standards such as ERC20 and ERC721. Readers will learn to develop, deploy, and test DApps while exploring critical areas such as security best practices, scalability solutions, and the future of blockchain technology. | |
Разместил: Ingvar16 7-03-2025, 16:49 | Комментарии: 0 | Подробнее
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 Название: Чистый Python. Тонкости программирования для профи
Автор: Дэн Бейдер
Издательство: Питер
Год: 2018
Формат: PDF, EPUB
Страниц: 288
Размер: 8.33Mb
Язык: Русский
«Чистый Python» — это не пошаговое учебное пособие по Python. И это не курс языка Python начального уровня. Если вы находитесь на начальных стадиях изучения этого языка, то в одиночку эта книга не превратит вас в профессионального разработчика на Python. Ее чтение, безусловно, окажет на вас благотворное влияние, но при этом вам обязательно нужно поработать с другими ресурсами, которые сформируют ваши основополагающие навыки программирования на Python. | |
Разместил: rivasss 7-03-2025, 07:03 | Комментарии: 0 | Подробнее
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 Название: Modeling and Simulation of Everyday Things: Packed with examples from Python, C++, and FORTRAN. Yes, Fortran, 2nd Edition
Автор: Michael Roth
Издательство: CRC Press
Год: 2025
Страниц: 545
Язык: английский
Формат: pdf (true), epub
Размер: 44.3 MB
With Python, C++, FORTRAN and a friendly conversational tone peppered with attempted humor, Modeling and Simulation of Everyday Things takes us on a journey through constructing models, and simulations of systems and processes of everyday life and beyond. Readers can access an example-packed online repository of programs in each of the three languages. This Second Edition is a wonderful confluence of code development of Python and C++ applications and will cultivate broad perspective in the readership through having translations of major programs available in Python, C++ and FORTRAN (as we move forward, software engineers and researchers are recognizing the value of legacy programming). In addition to leveraging the best of the three languages, the readership can explore versatility in visualization by using native Python graphics as well as POV Raytracer and third-party animation tools. We approach modeling of a system by introducing the theoretical framework of the system, followed by its discretized form, then with narrated programs and sample results that also appear in the online repository. | |
Разместил: Ingvar16 7-03-2025, 04:56 | Комментарии: 0 | Подробнее
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 Название: Powerful, Profitable Software Products: The Executive Guidebook
Автор: Kyle Rowland
Издательство: CRC Press
Год: 2025
Страниц: 247
Язык: английский
Формат: pdf (true), epub, mobi
Размер: 10.1 MB
You hold in your hands a comprehensive guide to creating a flourishing software development practice – one that makes a powerful impact with the software it builds. This guide describes the unique aspects of creating software-based products. It also lays out the clear practical guidance that’s necessary to construct and evolve a modern practice. This includes hiring, structuring teams properly, writing good code, leveraging test-driven development, designing architecture, automating development processes with DevOps techniques, and – importantly – leading teams through the disruptive change that each of these can represent. Further, the first principles upon which these practices rest will be elaborated so that the reader can readily adapt the already practical techniques to the broadest possible set of real-world situations. | |
Разместил: Ingvar16 6-03-2025, 20:40 | Комментарии: 0 | Подробнее
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