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

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

Regular price$65.99
/
Shipping calculated at checkout.

Format

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


Author: Thomas Nield
Publisher: O'Reilly Media
Published: 07/05/2022
Pages: 347
Binding Type: Paperback
Weight: 1.23lbs
Size: 9.19h x 7.00w x 0.73d
ISBN: 9781098102937

We offer worldwide shipping.

All baymarbookgroup.ca orders over $100
(before taxes) are eligible for FREE standard shipping within Canada and
the United States.

Estimated Delivery Times Outside the USA

Area / Country Standard International Shipping
(Not Trackable)
International Courier Trackable 
Asia 10-14 days 4-6 days
Australia 18-20 days 4-6 days
Canada 10-14 days 4-6 days
Caribbean 14-18 days 4-6 days
Europe 10-14 days 4-6 days
India 16-20 days 4-6 days
Latin America 10-14 days 4-6 days
Middle East 16-20 days 4-6 days

Recently viewed