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圖書分類:英文圖書, 軟件 暫無評論 ⁄ 被圍觀 94 次閱讀+
Book Description: Build the foundational data science skills necessary to work with and better understand complex data science algorithms. This?example-driven book provides complete Python coding examples to complement and clarify data science concepts, and enrich the learning experience. Coding examples include visualizations whenever appropriate. The book is a necessary precursor to applying and implementing machine learning algorithms.The book is self-contained. All ...
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圖書分類:英文圖書, 軟件 暫無評論 ⁄ 被圍觀 31 次閱讀+
Book Description: To help you navigate the large number of new data tools available, this guide describes 60 of the most recent innovations, from NoSQL databases and MapReduce approaches to machine learning and visualization tools. Descriptions are based on first-hand experience with these tools in a production environment. This handy glossary also includes a chapter of key terms that help define many of these tool categories: NoSQL Databases, MapReduce, Storage, Servers,...
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圖書分類:自然科學, 軟件 暫無評論 ⁄ 被圍觀 198 次閱讀+
內容簡介:代碼跑出來的概率統計問題; 程序員的概率統計開心辭典; 開放數據集,全代碼攻略。 現實工作中,人們常被要求用數據說話。可是,數據自己是不能說話的,只有對它進行可靠分析和深入挖掘才能找到有價值的信息。概率統計是數據分析的通用語言,是大數據時代預測未來的根基。 站在時代浪尖上的程序員只有具備統計思維才能掌握數據分析的必殺技。本書正是一本概率統計方面的入門圖書,但視角極為獨特,折射出大數據浪潮的別樣風景。作者將基本的概率統計知識融入Python編程,告訴你如何借助編寫程序,...
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圖書分類:人文社科 暫無評論 ⁄ 被圍觀 318 次閱讀+
可視化未來:數據透視下的人文大趨勢
內容簡介 · · · · · · 科學的傳播速度有多快?今時今日我們很少談論上帝了嗎?人們什么時候開始用“having sex” 而不用“making love”? 史上的人是在哪歲成名的?語法的變化速度到底有多快?哪些作家被納粹審查得最徹底? “donut” 什么時候開始取代“doughnut”? 我 們能否預測人類未來?比爾·克林頓和花椰菜哪個更出名? 《可視化未來》一書的兩位作者通過與“谷歌圖書”的合作,得以有機會研究500多萬本電子書,而成果是一個科學工具——n元詞組詞頻查看器。通過它,我們可以一探恒星的運動軌跡,用圖表去研究人類歷史在...
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圖書分類:經濟管理, 英文圖書 暫無評論 ⁄ 被圍觀 378 次閱讀+
Data Stewardship
BOOK DESCRIPTION: Data stewards in business and IT are the backbone of a successful data governance implementation because they do the work to make a company’s data trusted, dependable, and high quality. Data Stewardship explains everything you need to know to successfully implement the stewardship portion of data governance, including how to organize, train, and work with data stewards, get high-quality business definitions and other metadata, and perform the day-to-day ...
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圖書分類:經濟管理 暫無評論 ⁄ 被圍觀 420 次閱讀+
ASK, MEASURE, LEARN
BOOK DESCRIPTION: You can measure practically anything in the age of social media, but if you don’t know what you’re looking for, collecting mountains of data won’t yield a grain of insight. This non-technical guide shows you how to extract significant business value from big data with Ask-Measure-Learn, a system that helps you ask the right questions, measure the right data, and then learn from the results. Authors Lutz Finger and Soumitra Dutta originally devised this s...
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圖書分類:英文圖書, 軟件 暫無評論 ⁄ 被圍觀 664 次閱讀+
Big Data For Dummies
Book Description: Find the right big data solution for your business or organization Big data management is one of the major challenges facing business, industry, and not-for-profit organizations. Data sets such as customer transactions for a mega-retailer, weather patterns monitored by meteorologists, or social network activity can quickly outpace the capacity of traditional data management tools. If you need to develop or manage big data solutions, you’ll appreciate how ...
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圖書分類:人文社科, 經濟管理 暫無評論 ⁄ 被圍觀 2,201 次閱讀+
大數據時代
內容簡介: 本書是國外大數據系統研究的先河之作,本書作者維克托?邁爾?舍恩伯格被譽為“大數據商業應用第一人”,擁有在哈佛大學、牛津大學、耶魯大學和新加坡國立大學等多個互聯網研究重鎮任教的經歷,早在2010年就在《經濟學人》上發布了長達14頁對大數據應用的前瞻性研究。   維克托·爾耶·舍恩伯格在本書中前瞻性地指出,大數據帶來的信息風暴正在變革我們的生活、工作和思維,大數據開啟了一次重大的時代轉型,并用三個部分講述了大數據時代的思維變革、商業變革和管理變革。   維克托最具洞見之處在于,他...
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圖書分類:英文圖書, 軟件 暫無評論 ⁄ 被圍觀 630 次閱讀+
Hadoop Real-World Solutions Cookbook
Book Description: Helping developers become more comfortable and proficient with solving problems in the Hadoop space. People will become more familiar with a wide variety of Hadoop related tools and best practices for implementation. Hadoop Real World Solutions Cookbook will teach readers how to build solutions using tools such as Apache Hive, Pig, MapReduce, Mahout, Giraph, HDFS, Accumulo, Redis, and Ganglia. Hadoop Real World Solutions Cookbook provides in depth explana...
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圖書分類:英文圖書, 軟件 暫無評論 ⁄ 被圍觀 547 次閱讀+
Hadoop MapReduce Cookbook
Book Description: We are facing an avalanche of data. The unstructured data we gather can contain many insights that might hold the key to business success or failure. Harnessing the ability to analyze and process this data with Hadoop MapReduce is one of the most highly sought after skills in today’s job market. “Hadoop MapReduce Cookbook” is a one-stop guide to processing large and complex data sets using the Hadoop ecosystem. The book introduces you to simple examples a...
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圖書分類:英文圖書, 軟件 暫無評論 ⁄ 被圍觀 870 次閱讀+
Hadoop:The Definitive Guide, 3rd Edition
Book Description: Ready to unlock the power of your data? With this comprehensive guide, you’ll learn how to build and maintain reliable, scalable, distributed systems with Apache Hadoop. This book is ideal for programmers looking to analyze datasets of any size, and for administrators who want to set up and run Hadoop clusters. You’ll find illuminating case studies that demonstrate how Hadoop is used to solve specific problems. This third edition covers recent changes to ...
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