Data Science from Scratch

This book PDF is perfect for those who love Computers genre, written by Joel Grus and published by "O'Reilly Media, Inc." which was released on 14 April 2015 with total hardcover pages 330. You could read this book directly on your devices with pdf, epub and kindle format, check detail and related Data Science from Scratch books below.

Data Science from Scratch
Author : Joel Grus
File Size : 41,5 Mb
Publisher : "O'Reilly Media, Inc."
Language : English
Release Date : 14 April 2015
ISBN : 9781491904404
Pages : 330 pages
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Data Science from Scratch by Joel Grus Book PDF Summary

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

Data Science from Scratch

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

DOWNLOAD
Data Science from Scratch

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

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