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Author by : Cathy O'Neil Languange Used : en Release Date : 2013-10-09 Publisher by : "O'Reilly Media, Inc." ISBN : 9781449363895 File Size : 55,5 Mb Total Download : 257
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 wit
Author by : Joel Grus Languange Used : en Release Date : 2015-04-14 Publisher by : "O'Reilly Media, Inc." ISBN : 9781491904404 File Size : 52,5 Mb Total Download : 774
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of da
Author by : Jeffrey S. Saltz Languange Used : en Release Date : 2017-08-25 Publisher by : SAGE Publications ISBN : 9781506377513 File Size : 40,7 Mb Total Download : 902
An Introduction to Data Science by Jeffrey S. Saltz and Jeffrey M. Stanton is an easy-to-read, gentle introduction for people with a wide range of backgrounds into the world of data science. Needing no prior coding experience or a deep understanding of statistics, this book uses the R programming language and RStudio® platform to make data science welcoming and accessible for all learners. After introducing the basics of data science, the book builds on each previous concept to explain R programming from the ground up. Readers will learn essential skills in data science through demonstrations
Author by : Hadley Wickham Languange Used : en Release Date : 2016-12-12 Publisher by : "O'Reilly Media, Inc." ISBN : 9781491910368 File Size : 43,8 Mb Total Download : 335
"This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience"--