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Code Gamers development 2 in 1 Value Bundle

Автор: Gena_Bukin от 2023-12-09, 13:51:22
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Code Gamers development 2 in 1 Value BundleНазвание: Code Gamers development 2 in 1 Value Bundle
Автор: A.E. Colonna
Издательство: Independently published
Год: 2023
ISBN: B0CPNPYMP6
Страниц: 547
Формат: PDF
Размер: 71 Mб
Язык: English

Create your very first video game without any prior coding experience!
Would you like to get ahold of simple, effective, and compatible steps that will enable you to be an excellent problem solver while game programming? Do you want to start game coding without worrying if you’re smart enough to get it right? If your answer is yes to any of these questions, you’ve got to read this book!

Хакинг на С++

Автор: ddenn21 от 2023-12-09, 12:46:47
  • 0
Хакинг на С++
Название: Хакинг на С++
Автор: Ярошенко А.А.
Издательство: Наука и техника
Год: 2022
Формат: pdf
Размер: 17 Мб
Качество: Отсканированные страницы + слой распознанного текста
Язык: Русский

Наша книга не посвящена взлому информационных систем, поэтому если вы надеетесь с ее помощью взломать банк, сайт или еще что-либо, можете отложить ее в сторону. Но если вы хотите освоить программирование «взлома» на C++ и отойти от рутинных примеров, которых навалом в любом самоучителе, эта книга для вас. В ней мы не будем объяснять основы программирования на C++, т.к. считаем, что вы уже освоили азы и умеете пользоваться компилятором, чтобы откомпилировать программу.
Хакер умеет найти в программе недостатки, скрытые возможности, лазейки, и сделать так, чтобы заставить все это работать неправильно или необычно. Хакер видит то, что не видят другие. А чтобы у вас была возможность так видеть, вы должны знать языки программирования, и С++ для этого – отличный вариант.

Implementing MLOps in the Enterprise: A Production-First Approach

Автор: Limpopo5 от 2023-12-09, 01:40:41
  • 0
Implementing MLOps in the Enterprise: A Production-First ApproachНазвание: Implementing MLOps in the Enterprise: A Production-First Approach
Автор: Yаrоn Наviv, Nоаh Gift
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 377
Язык: английский
Формат: epub (true)
Размер: 15.5 MB

With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from moving ML models to production. Authors Yaron Haviv and Noah Gift take a production-first approach. Rather than beginning with the ML model, you'll learn how to design a continuous operational pipeline, while making sure that various components and practices can map into it. By automating as many components as possible, and making the process fast and repeatable, your pipeline can scale to match your organization's needs. You'll learn how to provide rapid business value while answering dynamic MLOps requirements. This book is for practitioners in charge of building, managing, maintaining, and operationalizing the Data Science process end to end: the heads of Data Science, heads of ML engineering, senior data scientists, MLOps engineers, and Machine Learning engineers. These practitioners are familiar with the nooks and crannies (as well as the challenges and obstacles) of the Data cience pipeline, and they have the initial technological know-how, for example, in Python, Pandas, Sklearn, and others.

Machine Learning Interviews: Kickstart Your Machine Learning and Data Career (Final)

Автор: Limpopo5 от 2023-12-09, 01:15:00
  • 0
Machine Learning Interviews: Kickstart Your Machine Learning and Data Career (Final)Название: Machine Learning Interviews: Kickstart Your Machine Learning and Data Career (Final)
Автор: Susаn Shu Сhаng
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 307
Язык: английский
Формат: epub (true)
Размер: 10.8 MB

As tech products become more prevalent today, the demand for Machine Learning professionals continues to grow. But the responsibilities and skill sets required of ML professionals still vary drastically from company to company, making the interview process difficult to predict. In this guide, data science leader Susan Shu Chang shows you how to tackle the ML hiring process. Having served as principal data scientist in several companies, Chang has considerable experience as both ML interviewer and interviewee. She'll take you through the highly selective recruitment process by sharing hard-won lessons she learned along the way. You'll quickly understand how to successfully navigate your way through typical ML interviews. For software engineer, data analyst, or other tech/data professional who is transitioning into a role that focuses on ML day to day; for readers who have a basic knowledge of Python programming and ML theory and are curious to explore if entering the ML field could be a future career choice.

The Art of Reinforcement Learning: Fundamentals, Mathematics, and Implementations with Python

Автор: Limpopo5 от 2023-12-09, 00:49:12
  • 0
The Art of Reinforcement Learning: Fundamentals, Mathematics, and Implementations with PythonНазвание: The Art of Reinforcement Learning: Fundamentals, Mathematics, and Implementations with Python
Автор: Мiсhаеl Нu
Издательство: Apress
Год: 2024
Страниц: 290
Язык: английский
Формат: pdf (true), epub (true)
Размер: 24.3 MB

Unlock the full potential of Reinforcement Learning (RL), a crucial subfield of Artificial Intelligence, with this comprehensive guide. This book provides a deep dive into RL's core concepts, mathematics, and practical algorithms, helping you to develop a thorough understanding of this cutting-edge technology. Beginning with an overview of fundamental concepts such as Markov decision processes, dynamic programming, Monte Carlo methods, and temporal difference learning, this book uses clear and concise examples to explain the basics of RL theory. The following section covers value function approximation, a critical technique in RL, and explores various policy approximations such as policy gradient methods and advanced algorithms like Proximal Policy Optimization (PPO). This book also delves into advanced topics, including distributed reinforcement learning, curiosity-driven exploration, and the famous AlphaZero algorithm, providing readers with a detailed account of these cutting-edge techniques. For Machine Learning engineers, data scientists, software engineers, and developers who want to incorporate reinforcement learning algorithms into their projects and applications.

Building Recommendation Systems in Python and JAX: Hands-On Production Systems at Scale (Final)

Автор: Limpopo5 от 2023-12-08, 21:55:43
  • 0
Building Recommendation Systems in Python and JAX: Hands-On Production Systems at Scale (Final)Название: Building Recommendation Systems in Python and JAX: Hands-On Production Systems at Scale (Final)
Автор: Вrуаn Вisсhоf, Несtоr Yее
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 355
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.3 MB, 10.1 MB

Implementing and designing systems that make suggestions to users are among the most popular and essential machine learning applications available. Whether you want customers to find the most appealing items at your online store, videos to enrich and entertain them, or news they need to know, recommendation systems (RecSys) provide the way. In this practical book, authors Bryan Bischof and Hector Yee illustrate the core concepts and examples to help you create a RecSys for any industry or scale. You'll learn the math, ideas, and implementation details you need to succeed. This book includes the RecSys platform components, relevant MLOps tools in your stack, plus code examples and helpful suggestions in PySpark, SparkSQL, FastAPI, and Weights & Biases. Modern recommendation system (often abbreviated RecSys) designs are as diverse as the domains they serve. RecSys consist of the computer software architectures to implement and execute such product goals in addition to the algorithmic components of ranking. Methods for ranking recommendions can come from traditional statistical learning algorithms, linear algebraic inspirations, geometric considerations, and, of course, gradient based methods. Just as the algorithmic methods are diverse, so too are the modeling and evaluation considerations for recommending: personalized ranking, search recommendations, sequence modeling, and the scoring for all of the above are now need-to-know for the working ML Engineer in the space of recommendation systems.

Learning Vue: Core Concepts and Practical Patterns for Reusable, Composable, and Scalable User Interfaces (Final)

Автор: Limpopo5 от 2023-12-08, 21:23:34
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Learning Vue: Core Concepts and Practical Patterns for Reusable, Composable, and Scalable User Interfaces (Final)Название: Learning Vue: Core Concepts and Practical Patterns for Reusable, Composable, and Scalable User Interfaces (Final)
Автор: Мауа Shаvin
Издательство: O’Reilly Media, Inc.
Год: 2024
Страниц: 347
Язык: английский
Формат: epub (true)
Размер: 13.2 MB

Learn the core concepts of Vue.js, the modern javascript framework for building frontend applications and interfaces from scratch. With concise, practical, and clear examples, this book takes web developers step-by-step through the tools and libraries in the Vue.js ecosystem and shows them how to create complete applications for real-world web projects. You'll learn how to handle data communication between components with Pinia architecture, develop a manageable routing system for a frontend project to control the application flow, and produce basic animation effects to create a better user experience. The javascript framework plays a significant role in modern web frontend development. When developing web projects, companies choose a framework for various reasons, including the quality of the final product, the cost of development, coding standard, and ease of development. Hence, learning to work with a javascript framework, such as Vue, is essential for any modern web developer. This book is for programmers who want to learn and develop Web applications using Vue library, in javascript and TypeScript, from end to end. It focuses solely on how Vue and its ecosystem can help you build scalable and interactive web applications in the most straightforward and comfortable direction. While covering the basics, we will also get into Vue Router and Pinia for state management, testing, animation, deployment, and server-side rendering, making sure you are ready to move on and start developing complex Vue projects right away.

Frontend Development with JavaFX and Kotlin: Build State-of-the-Art Kotlin GUI Applications

Автор: Limpopo5 от 2023-12-08, 19:22:19
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Frontend Development with JavaFX and Kotlin: Build State-of-the-Art Kotlin GUI ApplicationsНазвание: Frontend Development with JavaFX and Kotlin: Build State-of-the-Art Kotlin GUI Applications
Автор: Реtеr Sраth
Издательство: Apress
Год: 2024
Страниц: 145
Язык: английский
Формат: pdf
Размер: 15.8 MB

Build elegant, responsive, and stable Java Virtual Machine-based client applications (Fat Clients) with modern user interfaces. This book introduces JavaFX as a frontend technology and utilizes Kotlin instead of Java for coding program artifacts to boost code expressiveness and maintainability. Author Peter Späth employs a hands-on approach, providing practical examples and code to demonstrate each concept. Mid-level Java programming knowledge and a basic understanding of Kotlin are the only prerequisites; experience with JavaFX and frontend coding is not essential. JavaFX is a modern frontend programming toolkit equipped with containers, menus, buttons, sliders, text fields, and various other controls necessary for communicating with your users, all of which are covered here. Despite its name, JavaFX applications can be coded with programming languages other than Java. The central requirement is that any language targeting JavaFX compiles to artifacts runnable on a Java Virtual Machine. Over the course of this book, you’ll learn firsthand why Kotlin, with its elegant and concise syntax, is a perfect match. For low- to mid-level Java or Kotlin developers with or without JavaFX experience who wish to learn how to build JavaFX applications with Kotlin.

Deploy Container Applications Using Kubernetes: Implementations with microk8s and AWS EKS

Автор: Limpopo5 от 2023-12-08, 18:36:52
  • 0
Deploy Container Applications Using Kubernetes: Implementations with microk8s and AWS EKSНазвание: Deploy Container Applications Using Kubernetes: Implementations with microk8s and AWS EKS
Автор: Shivа Subrаmаniаn
Издательство: Apress
Год: 2023
Страниц: 379
Язык: английский
Формат: pdf
Размер: 11.5 MB

Navigate through the Kubernetes landscape to create and deploy container-based applications. This book will show you how to choose between the various available container-based operating systems, and how to design a better continuous integration pipeline for your container images, where to store them, and how to scan and secure them. In the first half of the book, you'll learn the practical tips on how to setup the system for visibility and troubleshooting, how to reduce the attack vector and reduce risks. The second half of the book focuses on Kubernetes, the popular container orchestration system. You'll see how to setup your Kubernetes for practical applications such as show/chargeback using tagging, efficient use of namespaces and pods, various isolation layers. It also shows you how to integrate with popular implementations of K8S such as AWS EKS (Elastic Container Service), GCP Google Kubernetes Engine (GKE) in touch points such as authentication and authorization, optimization, logging and troubleshooting tools, etc. By practicing the scenarios given in this book, you will be able to make better design choices that are appropriate for the constraints you are working with. Deploy Container Applications Using Kubernetes is your go-to resource for an optimal deployment of workloads using containers and Kubernetes in both public and private cloud settings.

ChatGPT for Beginners: Features, Foundations, and Applications

Автор: Limpopo5 от 2023-12-08, 18:03:41
  • 0
ChatGPT for Beginners: Features, Foundations, and ApplicationsНазвание: ChatGPT for Beginners: Features, Foundations, and Applications
Автор: Еriс Sаrriоn
Издательство: Apress
Год: 2023
Страниц: 506
Язык: английский
Формат: pdf (true), epub (true)
Размер: 10.1 MB

If you’re a complete newbie who’s wondering exactly what ChatGPT is, what is does, and how it can be a valuable resource for non-coders, this is the book for you. With a comprehensive exploration of ChatGPT’s features, foundations, and applications, this guide will serve as a valuable resource for beginners venturing into the world of conversational AI. ChatGPT for Beginners has four parts. Part one provides a step-by-step introduction to using ChatGPT, from accessing the OpenAI website and creating an account to starting conversations, changing responses, and getting conversation summaries. Part two delves into the foundations of the large language model that powers ChatGPT. It covers topics such as the definition of ChatGPT, its knowledge domains, the basics of natural language processing, machine learning techniques applied to language processing, and the role of neural networks in ChatGPT’s operation. Part three covers a wide range of practical applications, from letter writing to business content creation, text translation, language learning, recruitment processes, artistic content creation, and fostering innovation and creativity. Part four examines the strengths and limitations of ChatGPT, addressing ethical considerations related to data security, bias, and partiality. It also delves into the future advancements and challenges that lie ahead for ChatGPT, providing insights into the developing landscape of conversational AI. After completing this book, you will be able to harness the full potential of ChatGPT. Whether you are a student, professional, or are just curious about the capabilities of this AI technology, this book will serve as your essential companion in unlocking the possibilities of ChatGPT.

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