Название: Green Machine Learning Protocols for Future Communication Networks
Автор: Saim Ghafoor, Mubashir Husain Rehmani
Издательство: CRC Press
Год: 2024
Страниц: 223
Язык: английский
Формат: pdf (true)
Размер: 12.6 MB

Machine Learning (ML) has shown tremendous benefits in solving complex network problems and providing situation and parameter prediction. However, heavy resources are required to process and analyze the data, which can be done either offline or using edge computing but also requires heavy transmission resources to provide a timely response. The need here is to provide lightweight Machine Learning protocols that can process and analyze the data at run time and provide a timely and efficient response. These algorithms have grown in terms of computation and memory requirements due to the availability of large data sets. These models/algorithms also require high levels of resources such as computing, memory, communication, and storage. The focus so far was on producing highly accurate models for these communication networks without considering the energy consumption of these Machine Learning algorithms. For future scalable and sustainable network applications, efforts are required toward designing new Machine Learning protocols and modifying the existing ones, which consume less energy, i.e., green Machine Learning protocols.

Название: Unreal Engine Blueprint Game Developer
Автор: Asadullah Alam
Издательство: Independently published
Год: 2023
Страниц: 386
Язык: английский
Формат: pdf
Размер: 23.3 MB

"Unreal Engine Blueprint Game Developer" is the ultimate guide for aspiring game developers who want to create video games using the powerful visual scripting system known as Blueprints in Unreal Engine 4. Whether you're a complete beginner or an experienced developer looking to transition into visual scripting, this book offers a step-by-step approach to building your own games without the need for traditional coding. In this comprehensive guide, you'll explore the world of visual scripting with Unreal Engine 4, from the basics of installation to creating fully functional and immersive games. No prior experience with game development or programming is required, making this book perfect for beginners looking to unleash their creativity and share their games with friends and the world. "Unreal Engine Blueprint Game Developer" stands out as a comprehensive and hands-on learning experience. Each chapter provides clear instructions and fully completed code scripts, ensuring you have the best possible values for your game development journey. Whether you're an individual looking to enter the world of game development, an aspiring developer seeking to expand your skills, or a student eager to bring your creative visions to life, this book is your gateway to becoming a proficient game developer with Unreal Engine 4 and Blueprints.

Название: Mastering Java: 100+ Solved and Commented Exercises to Accelerate your Learning
Автор: Ruhan Conceicao
Издательство: Independently published
Год: 2023
Страниц: 353
Язык: английский
Формат: pdf
Размер: 70.6 MB

Exercise your programming logic skills in Java with the book "Mastering Java: 100+ Solved and Commented Exercises to Accelerate Your Learning". In this book, over 100 programming logic exercises are presented, all solved and commented. In many exercises, multiple solutions are provided so that you can compare different ways of solving a programming problem. This book is also recommended for teachers who teach subjects such as Algorithms, Programming, Programming Logic, etc., and need a comprehensive resource with problems to use as examples and activities with their students. Mastering Java: 100+ Solved and Commented Exercises to Accelerate Your Learning is an important resource for those who want to start and excel in the world of Java programming. Get your copy now and start your journey towards mastery in Java programming! This book is aimed at people who are starting to program and need to develop their programming logic skills using the Java language.

Название: Python & jаvascript Mastery: 2 Books In 1- Learn And Master Two Powerful Programming Languages
Автор: Alex Iversion
Издательство: Independently published
Год: 2023
Страниц: 803
Язык: английский
Формат: pdf
Размер: 152.9 MB

Unlock the full potential of Python and jаvascript, and become a top-tier developer with the ultimate 2-in-1 resource: 'Python and jаvascript Mastery: A Comprehensive Guide to Mastering Two of the World's Most Powerful Programming Languages.' Whether you're a complete beginner or an experienced developer looking to expand your skills, this all-inclusive guide is the perfect resource to help you excel in both Python and jаvascript programming. Inside this 2-in-1 book, you'll discover: Comprehensive Guide to Python: With over 388 pages of powerful Python material, learn everything from setting up your development environment to working with strings, lists, dictionaries, and sets. Dive deep into object-oriented programming, file input and output, regular expressions, and more. Comprehensive Guide to jаvascript: Explore the world of jаvascript, from its history to the latest advanced topics like asynchronous programming, working with the DOM, and using jаvascript libraries and frameworks. Real-World Projects and Hands-On Exercises: Packed with practical examples and hands-on exercises, this book ensures you gain practical experience while mastering each topic in both Python and jаvascript programming.

Название: Essential C# 12.0, 8th Edition (Early Release)
Автор: Mark Michaelis
Издательство: Addison-Wesley/Pearson
Год: 2023
Страниц: 196
Язык: английский
Формат: pdf , epub, mobi
Размер: 10.2 MB

Updated for the Microsoft C# 12.0 Long Term Support (LTS) release, Essential C# 12.0 is a well-organized, no-fluff C# guide, suitable for every programmer. Building on the proven high-value content of previous editions, world-class C# expert Mark Michaelis illuminates key enhancements in C# 12, including any-type aliases, inline arrays, default lambda expression parameters, expanded support for primary constructors, and experimental interceptors. Through a set of extension methods and lambda expressions, the programming API called Language Integrated Query (LINQ) provides a far superior API for working with collections.1 In fact, in earlier editions of this book, the chapter on collections came immediately after the chapter on generics and just before the one on delegates. However, lambda expressions were so fundamental to LINQ that it is no longer possible to cover collections without first covering delegates (the basis of lambda expressions). Now that you have a solid foundation in lambda expressions from the preceding two chapters, we can delve into the details of collections—a topic that spans three chapters.

Название: Practical Ansible Automation Handbook: An Ultimate Guide to Innovate, Accelerate, and Maximize Efficiency of IT Infrastructure on Windows and Linux
Автор: Luca Berton
Издательство: Orange Education Pvt Ltd, AVA
Год: July 2023
Страниц: 358
Язык: английский
Формат: epub (true)
Размер: 10.1 MB

Unleash the Power of Ansible to Automate Workflows, Streamline Operations, and Revolutionize Infrastructure Management.

Название: Akka in Action, Second Edition (Final)
Автор: Francisco Lopez-Sancho Abraham
Издательство: Manning Publications
Год: 2023
Страниц: 565
Язык: английский
Формат: epub, mobi
Размер: 10.6 MB

Akka solves the big problems of distributed systems, from multithreading and concurrency to scalability and failure. Learn how to use it effectively. Akka in Action, Second Edition teaches you to use Akka Typed to solve common problems of distributed systems. You’ll learn how to bring together all of Akka’s moving parts to design and implement highly scalable and maintainable software. Extensively revised by Akka contributor Francisco López-Sancho Abraham, this new edition demonstrates Akka’s complex concepts through engaging hands-on examples. Discover the power of the Actor Model, how Akka works with Kubernetes, and how to utilize Akka modules to create microservices that are reliable and fault tolerant. For large software systems, the action is in the “-ilities.” Scalability. Reliability. Maintainability. Capability. Akka, toolkit for building distributed message-driven applications, delivers on the “ilities.” And recent innovations, including Akka Typed, ensure that this amazing platform will remain the best way to build and deploy distributed Java and Scala applications for years to come. For readers comfortable with Java and Scala.

Название: Getting started with FastAPI : Here continue your roadmap in the development of web applications in Python with FastApi
Автор: Andres Cruz Yoris
Издательство: Leanpub
Год: 2023-08-03
Страниц: 155
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

FastAPI is a great web framework for creating web APIs with Python; It offers us multiple features with which it is possible to create modular, well-structured, scalable APIs with many options such as validations, formats, typing, among others. FastAPI is a high-performance, easy-to-learn, start-up framework; It is ideal for creating all kinds of sites that not only consist of APIs, but we can install a template manager to return complete web pages. This book is aimed at anyone who wants to learn how to develop their first APIs in FastApi. For those people who know how to program in Python or other web frameworks. For those people who want to learn something new. For people who want to improve a skill and who want to grow as a developer and who want to continue scaling their path in application development with Python.

Название: C# & C++ Programming Unlocked: [7 IN 1] Conquer Coding Fears, Master Game & Mobile/IoT Development, and Transform into an IT Expert with this Course Guide for Budding Coders to Industry Pros
Автор: Andrew Sullivan
Издательство: Independently published
Год: 2023
Страниц: 338
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.2 MB

Harness your Programming Potential! Embark on an Adventure to Master C# and C++, and tap into lucrative opportunities in the fast-growing sectors of Game and Mobile/IoT Development. In an era where digital advancement is the key to success, feeling disconnected or out of touch with the latest technologies can be a significant barrier. But fear not! Whether you're an ambitious novice or a seasoned coder seeking new challenges, it's never too late to learn and conquer new languages, particularly when the demand for C# and C++ experts is skyrocketing. Throughout the pages of this book, we follow a carefully crafted roadmap, divided into seven distinct sections, each focusing on a specific aspect of C#, C++, or their harmonious combination. Starting with the essential foundations in Book 1 - C# Programming: The Essential Guide for Beginners, we gently immerse ourselves in the fundamentals of C# syntax, data types, decision-making, and object-oriented programming. With clarity and precision, we lay the groundwork for your coding journey, ensuring a strong footing as you progress. Continuing the expedition, Book 2 - C# Programming: Intermediate Techniques and Frameworks propels us forward, exploring data structures, algorithms, advanced object-oriented programming, and the practical applications of C# frameworks and libraries.

Название: Machine Learning for Data Science Handbook: Data Mining and Knowledge Discovery Handbook, Third Edition
Автор: Lior Rokach, Oded Maimon, Erez Shmueli
Издательство: Springer
Год: 2023
Страниц: 975
Язык: английский
Формат: pdf (true)
Размер: 26.5 MB

Data Science and Machine Learning major concepts, challenges are presented. Since the last edition, this field has continued to evolve and to gain popularity. Existing methods are constantly being improved and new methods, applications and aspects are introduced. The new title of this handbook and its content reflect these changes thoroughly. Some existing chapters have been brought up to date. In addition to major revision of the existing chapters, the new edition includes totally new topics, such as: Deep Learning, explainable AI, human factors and social issues and advanced methods for Big Data. The significant enhancement to the content reflects the growth in importance of Data Science. The third edition is also a timely opportunity to incorporate many other changes based on peers and students’ feedback. This comprehensive handbook also presents a coherent and unified repository of Data Science major concepts, theories, methods, trends, challenges and applications. It covers all the crucial important Machine Learning methods used in Data Science. Today's accessibility and abundance of data make Data Science matters of considerable importance and necessity. Given the field's recent growth, it's not surprising that researchers and practitioners now have a wide range of methods and tools at their disposal. While statistics is fundamental for Data Science, methods originated from Artificial Intelligence, particularly Machine Learning, are also playing a significant role.