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Game Data Science

游戏开发, 英文图书, 软件  暂无评论 ⁄ 185 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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Responsible Data Science: Transparency and Fairness in Al...

英文图书, 软件  暂无评论 ⁄ 278 次阅读+
Description: Explore the most serious prevalent ethical issues in data science with this insightful new resource The increasing popularity of data science has resulted in numerous well-publicized cases of bias, injustice, and discrimination. The widespread deployment of “Black box” algorithms that are difficult or impossible to understand and explain, even for their developers, is a primary source of these unanticipated harms, making modern techniques and methods ...
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CRAN Recipes: DPLYR, Stringr, Lubridate, and RegEx in R

英文图书, 软件  暂无评论 ⁄ 291 次阅读+
Description: Want to use the power of R sooner rather than later? Don’t have time to plow through wordy texts and online manuals? Use this book for quick, simple code to get your projects up and running. It includes code and examples applicable to many disciplines. Written in everyday language with a minimum of complexity, each chapter provides the building blocks you need to fit R’s astounding capabilities to your analytics, reporting, and visualization needs. CRA...
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Creating Good Data

大数据, 英文图书, 软件  暂无评论 ⁄ 170 次阅读+
Book Description: Create good data from the start, rather than fixing it after it is collected. By following the guidelines in this book, you will be able to conduct more effective analyses and produce timely presentations of research data. Data analysts are often presented with datasets for exploration and study that are poorly designed, leading to difficulties in interpretation and to delays in producing meaningful results. Much data analytics training focuses on how t...
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数据之美

大数据, 软件  暂无评论 ⁄ 669 次阅读+
内容简介: 探索数据的范围可以多么广泛,其工作可以多么美丽!通过这部个人故事集合,在这个领域的39个最佳数据实践者阐释了他们如何为各种项目开发简单优雅的解决方案,包括从火星着陆探测器到Radiohead视频的制作……在本书中,你将: 探索海量在线数据集时面临的内在机遇和挑战 学习如何使用地图和数据“混搭”方式对都市犯罪趋势进行可视化 发现“众包”和透明如何改进药物研究现状 理解当新的数据和之前存在的数据交叠时如何向用户发送警告 学习处理DNA数据的大规模基础设施   ...
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Data Architecture: From Zen to Reality

英文图书, 软件  暂无评论 ⁄ 1,031 次阅读+
Book Description Data is an expensive and expansive asset. Information capture has forced storage capacity from megabytes to terabytes, exabytes and, pretty soon, zetabytes of data. So the need for accessible storage space for this data is great. To make this huge amount of data usable and relevant, it needs to be organized effectively. Database Base Management Systems, such as Oracle, IBM’s DB2, and Microsoft SqlServer are used often, but these are being enhanced continu...
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