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Doing Data Science Straight Talk from the Frontline free ebook download

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Computer Science

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Catalogue

Author(s):	Cathy O'Neil, Rachel Schutt

Date:	2013	Format:	PDF	Language:	English	ISBN/ASIN:	1449358659
Pages:	405	OCR:		Quality:		ISBN13:
Uploader:	rubybook	Upload Date:	7/27/2023 7:31:15 PM

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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 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.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3187393	Download	https://nitroflare.com/view/F9124B0CC324...		27.00	rubybook

Tags: Data Doing Frontline Science Straight Talk

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Doing Data Science Straight Talk from the Frontline free ebook download

Category: Computer Science

Description: Click to see full description

Category:
Computer Science