Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics

Master the math needed to excel in data science, machine learning, and statistics. In this book author Thomas Nield guides you through areas like calculus, probability, linear algebra, and statistics and how they apply to techniques like linear regression, logistic regression, and neural networks. Along the way you’ll also gain practical insights into the state of data science and how to use those insights to maximize your career.

From the brand

Sharing the knowledge of experts

O’Reilly’s mission is to change the world by sharing the knowledge of innovators. For over 40 years, we’ve inspired companies and individuals to do new things (and do them better) by providing the skills and understanding that are necessary for success.

Our customers are hungry to build the innovations that propel the world forward. And we help them do just that.

Your partner in learning

AI / Machine Learning

Software Development

Data & Data Science

Publisher ‏ : ‎ O’Reilly Media
Publication date ‏ : ‎ 10 Jun. 2022
Edition ‏ : ‎ 1st
Language ‏ : ‎ English
Print length ‏ : ‎ 350 pages
ISBN-10 ‏ : ‎ 1098102932
ISBN-13 ‏ : ‎ 978-1098102937
Item weight ‏ : ‎ 581 g
Dimensions ‏ : ‎ 17.78 x 1.91 x 22.86 cm
Best Sellers Rank: 63,059 in Books (See Top 100 in Books) 19 in Algebra (Books) 97 in Higher Mathematical Education
Customer reviews: 4.5 4.5 out of 5 stars 310 ratings var dpAcrHasRegisteredArcLinkClickAction; P.when(‘A’, ‘ready’).execute(function(A) { if (dpAcrHasRegisteredArcLinkClickAction !== true) { dpAcrHasRegisteredArcLinkClickAction = true; A.declarative( ‘acrLink-click-metrics’, ‘click’, { “allowLinkDefault”: true }, function (event) { if (window.ue) { ue.count(“acrLinkClickCount”, (ue.count(“acrLinkClickCount”) || 0) + 1); } } ); } }); P.when(‘A’, ‘cf’).execute(function(A) { A.declarative(‘acrStarsLink-click-metrics’, ‘click’, { “allowLinkDefault” : true }, function(event){ if(window.ue) { ue.count(“acrStarsLinkWithPopoverClickCount”, (ue.count(“acrStarsLinkWithPopoverClickCount”) || 0) + 1); } }); });