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Practical Weak Supervision: Doing More with Less Data

人工智能, 英文图书, 软件  暂无评论 ⁄ 315 次阅读+
Description: Most data scientists and engineers today rely on quality labeled data to train their machine learning models. But building training sets manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There’s a more practical approach. In this book, Amit Bahree, Senja Filipi, and Wee Hyong Tok from Microsoft show you how to create products using weakly supervised learning models. You’ll learn how to build natural language p...
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Transfer Learning for Natural Language Processing

人工智能, 英文图书, 软件  暂无评论 ⁄ 178 次阅读+
Description: Transfer Learning for Natural Language Processing gets you up to speed with the relevant ML concepts before diving into the cutting-edge advances that are defining the future of NLP. Building and training deep learning models from scratch is costly, time-consuming, and requires massive amounts of data. To address this concern, cutting-edge transfer learning techniques enable you to start with pretrained models you can tweak to meet your exact needs. In ...
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Machine Learning Bookcamp

人工智能, 英文图书, 软件  暂无评论 ⁄ 137 次阅读+
Description: In Machine Learning Bookcamp you’ll learn the essentials of machine learning by completing a carefully designed set of real-world projects. The only way to learn is to practice! In Machine Learning Bookcamp, you’ll create and deploy Python-based machine learning models for a variety of increasingly challenging projects. In Machine Learning Bookcamp you’ll learn the essentials of machine learning by completing a carefully designed set of real-world pr...
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Pipeline as Code

英文图书, 软件  暂无评论 ⁄ 182 次阅读+
Start thinking about your development pipeline as a mission-critical application. Discover techniques for implementing code-driven infrastructure and CI/CD workflows using Jenkins, Docker, Terraform, and cloud-native services. In Pipeline as Code, you will master: Building and deploying a Jenkins cluster from scratch Writing pipeline as code for cloud-native applications Automating the deployment of Dockerized and Serverless applications Containerizing app...
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Game Data Science

游戏开发, 英文图书, 软件  暂无评论 ⁄ 201 次阅读+
Description: Game data science, defined as the practice of deriving insights from game data, has created a revolution in the multibillion-dollar games industry – informing and enhancing production, design, and development processes. Almost all game companies and academics have now adopted some type of game data science, every tool utilized by game developers allows collecting data from games, yet there has been no definitive resource for academics and professionals in ...
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Blockchain for Information Security and Privacy

区块链, 网络安全, 英文图书, 软件  暂无评论 ⁄ 144 次阅读+
Description: Distributed and peer-to-peer (P2P) applications are increasing daily, and cyberattacks are constantly adopting new mechanisms to threaten the security and privacy of users in these Internet of Things (IoT) environments. Blockchain, a decentralized cryptographic-based technology, is a promising element for IoT security in manufacturing, finance, healthcare, supply chain, identity management, e-governance, defence, education, banking, and trading. Blockchain...
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Object Oriented Data Analysis

大数据, 英文图书, 软件  暂无评论 ⁄ 154 次阅读+
Description: Object Oriented Data Analysis is a framework that facilitates inter-disciplinary research through new terminology for discussing the often many possible approaches to the analysis of complex data. Such data are naturally arising in a wide variety of areas. This book aims to provide ways of thinking that enable the making of sensible choices. The main points are illustrated with many real data examples, based on the authors’ personal experiences, which h...
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Leveling Up: An Interactive Guide to Programming and Game...

游戏开发, 英文图书, 软件  暂无评论 ⁄ 145 次阅读+
Description: “Leveling Up” offers an engaging way to learn programming and game design through 15 hands-on projects. Whether you are a novice programmer, aspiring game developer, or an expert, this book offers insights and learnings for every segment. The book tackles a wide range of projects of increasing complexity from Hangman, Flappy Bird and Space Invaders to Pong, 3D Gaming on Unreal Engine, and analyzing NBA data. Each project will describe a problem, how ...
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Go for Java Programmers

英文图书, 软件  暂无评论 ⁄ 154 次阅读+
Description: Get an in-depth introduction to the Go programming language and its associated standard runtime libraries. This book is targeted towards programmers that already know the Java programming language and uses that Java knowledge to direct the learning of Go. You will get a deep understanding of the Go language and obtain a good introduction to the extensive Go standard libraries. This book teaches Go through clear descriptions of Go features, contrasting t...
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Learning Domain-Driven Design

英文图书, 软件  暂无评论 ⁄ 173 次阅读+
Description: Building software is harder than ever. As a developer, you not only have to chase ever-changing technological trends but you also need to understand the business domains behind the software. This practical book provides you with a set of core patterns, principles, and practices for analyzing business domains, understanding business strategy, and, most importantly, aligning software design with its business needs. Author Vladik Khononov shows you how the...
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Google Cloud Cookbook

英文图书, 软件  暂无评论 ⁄ 129 次阅读+
Description: Get quick hands-on experience with Google Cloud. This cookbook provides a variety of self-contained recipes that show you how to use Google Cloud services for your enterprise application. Whether you’re looking for practical ways to apply microservices, AI, analytics, security, or networking solutions, these recipes take you step-by-step through the process and provide discussions that explain how and why the recipes work. Ideal for system engineers and...
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Hacking Kubernetes: Threat-Driven Analysis and Defense

网络安全, 英文图书, 软件  暂无评论 ⁄ 184 次阅读+
Description: Running cloud native workloads on Kubernetes can be challenging–keeping them secure is even more so. Kubernetes’s complexity offers malicious in-house users and external attackers alike a large assortment of attack vectors. Hacking Kubernetes reviews defaults and threat models and shows how to protect against attacks. Securing your workloads is both essential and urgent, so this invaluable hands-on guide is available to you in an early release edition b...
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