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Digital Data Apps To Capture Scientific Data
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| Category:Computing The author of the book:Cathy O'Neill Format files: PDF, EPUB, TXT, DOCX The size of the: 738 KB Language: English ISBN-13: 9781449358655 Edition: O'Reilly Media, Inc, USA Date of issue: 30 November 2013 |
Description of the book 'Doing Data Science':
Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that's so clouded in hype? This insightful book, based on Columbia University's Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you're familiar PDF with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O'Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course ePub.Reviews of the Doing Data Science
To date with regards to the e-book we've got Doing Data Science responses customers haven't however remaining their review of the overall game, or otherwise not see clearly nevertheless. Nevertheless, should you have presently check this out ebook and you're able to produce his or her studies well expect you to be tied to to leave an evaluation on our website (we can easily submit the two negative and positive opinions). Quite simply, 'freedom regarding speech' We all totally helped. Your own comments to book Doing Data Science : some other readers is able to determine with regards to a guide. This sort of guidance could make us a lot more Combined!
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