Download Data Science from Scratch Book

Data Science from Scratch PDF
By:Joel Grus
Published on 2015-04-14 by |O'Reilly Media, Inc.|

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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 data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

This Book was ranked at 19 by Google Books for keyword Business Statistics.

Book ID of Data Science from Scratch's Books is JYodCAAAQBAJ, Book which was written byJoel Grushave ETAG "RyYM0tqEJ0Y"

Book which was published by |O'Reilly Media, Inc.| since 2015-04-14 have ISBNs, ISBN 13 Code is 9781491904404 and ISBN 10 Code is 1491904402

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Book which have "330 Pages" is Printed at BOOK under CategoryComputers

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