Description: Further DetailsTitle: Essential Math for Data ScienceCondition: NewSubtitle: Take Control of Your Data with Fundamental Linear Algebra, Probability, and StatisticsEAN: 9781098102937ISBN: 9781098102937Publisher: O'Reilly MediaFormat: PaperbackRelease Date: 06/10/2022Description: To succeed in data science you need some math proficiency. But not just any math. This common-sense guide provides a clear, plain English survey of the math you'll need in data science, including probability, statistics, hypothesis testing, linear algebra, machine learning, and calculus.Practical examples with Python code will help you see how the math applies to the work you'll be doing, providing a clear understanding of how concepts work under the hood while connecting them to applications like machine learning. You'll get a solid foundation in the math essential for data science, but more importantly, you'll be able to use it to:Recognize the nuances and pitfalls of probability mathMaster statistics and hypothesis testing (and avoid common pitfalls)Discover practical applications of probability, statistics, calculus, and machine learningIntuitively understand linear algebra as a transformation of space, not just grids of numbers being multiplied and addedPerform calculus derivatives and integrals completely from scratch in PythonApply what you've learned to machine learning, including linear regression, logistic regression, and neural networksLanguage: EnglishCountry/Region of Manufacture: USAuthor: Thomas NieldGenre: Computing & InternetRelease Year: 2022 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Essential Math for Data Science
Title: Essential Math for Data Science
Subtitle: Take Control of Your Data with Fundamental Linear Algebra, Probab
EAN: 9781098102937
ISBN: 9781098102937
Release Date: 06/10/2022
Release Year: 2022
Country/Region of Manufacture: US
Genre: Computing & Internet
Number of Pages: 347 Pages
Language: English
Publication Name: Essential Math for Data Science : Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics
Publisher: O'reilly Media, Incorporated
Item Height: 1 in
Publication Year: 2022
Subject: Algebra / Linear, Probability & Statistics / Regression Analysis, Calculus
Type: Textbook
Item Weight: 21 Oz
Author: Thomas Nield
Item Length: 9.1 in
Subject Area: Mathematics
Item Width: 7 in
Format: Trade Paperback
