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Essential Math for Data Science Take Control Your Data Algebra Probability NEW

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Last updated on Mar 16, 2024 19:36:03 PDTView all revisionsView all revisions

Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
Subject Area
Algebra
Subject
Science
ISBN
9781098102937
Publication Year
2022
Type
Textbook
Format
Trade Paperback
Language
English
Publication Name
Essential Math for Data Science : Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics
Item Height
1in
Author
Thomas Nield
Item Length
9.1in
Publisher
O'reilly Media, Incorporated
Item Width
7in
Item Weight
21 Oz
Number of Pages
350 Pages

About this product

Product Information

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. Learn how to: Use Python code and libraries like SymPy, NumPy, and scikit-learn to explore essential mathematical concepts like calculus, linear algebra, statistics, and machine learning Understand techniques like linear regression, logistic regression, and neural networks in plain English, with minimal mathematical notation and jargon Perform descriptive statistics and hypothesis testing on a dataset to interpret p-values and statistical significance Manipulate vectors and matrices and perform matrix decomposition Integrate and build upon incremental knowledge of calculus, probability, statistics, and linear algebra, and apply it to regression models including neural networks Navigate practically through a data science career and avoid common pitfalls, assumptions, and biases while tuning your skill set to stand out in the job market

Product Identifiers

Publisher
O'reilly Media, Incorporated
ISBN-10
1098102932
ISBN-13
9781098102937
eBay Product ID (ePID)
22057253438

Product Key Features

Author
Thomas Nield
Publication Name
Essential Math for Data Science : Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics
Format
Trade Paperback
Language
English
Publication Year
2022
Type
Textbook
Number of Pages
350 Pages

Dimensions

Item Length
9.1in
Item Height
1in
Item Width
7in
Item Weight
21 Oz

Additional Product Features

Lc Classification Number
Q325.5
Topic
Algebra / Linear, Probability & Statistics / Regression Analysis, Calculus
Lccn
2023-276388
Dewey Decimal
006.310151
Dewey Edition
23
Illustrated
Yes
Genre
Mathematics

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