Free shipping on all orders over $79* Limited Time Only
Track My Order
Help Centre
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Get Free Shipping on orders over $79
Linear Algebra With Machine Learning and Data : Textbooks in Mathematics - Crista Arangala

Linear Algebra With Machine Learning and Data

By: Crista Arangala

eText | 9 May 2023 | Edition Number 1

At a Glance

eText

$181.50

or 4 interest-free payments of $45.38 with

 or 

Instant online reading in your Booktopia eTextbook Library *

Why choose an eTextbook?

Instant Access *

Purchase and read your book immediately

Read Aloud

Listen and follow along as Bookshelf reads to you

Study Tools

Built-in study tools like highlights and more

* eTextbooks are not downloadable to your eReader or an app and can be accessed via web browsers only. You must be connected to the internet and have no technical issues with your device or browser that could prevent the eTextbook from operating.

This book takes a deep dive into several key linear algebra subjects as they apply to data analytics and data mining. The book offers a case study approach where each case will be grounded in a real-world application.

This text is meant to be used for a second course in applications of Linear Algebra to Data Analytics, with a supplemental chapter on Decision Trees and their applications in regression analysis. The text can be considered in two different but overlapping general data analytics categories: clustering and interpolation.

Knowledge of mathematical techniques related to data analytics and exposure to interpretation of results within a data analytics context are particularly valuable for students studying undergraduate mathematics. Each chapter of this text takes the reader through several relevant case studies using real-world data.

All data sets, as well as Python and R syntax, are provided to the reader through links to Github documentation. Following each chapter is a short exercise set in which students are encouraged to use technology to apply their expanding knowledge of linear algebra as it is applied to data analytics.

A basic knowledge of the concepts in a first Linear Algebra course is assumed; however, an overview of key concepts is presented in the Introduction and as needed throughout the text.

on
Desktop
Tablet
Mobile

You Can Find This eBook In

Non-FictionMathematicsAlgebraApplied MathematicsEngineering & TechnologyEnvironmental Science

More in Algebra

Enriques Surfaces I - François Cossec

eTEXT

Enriques Surfaces I

eText

$289.00

Finite Groups I - Bertram Huppert

eTEXT

Finite Groups I

eText

$349.00

The Monodromy Group - Henryk ?o??dek

eTEXT

The Monodromy Group

eText

$269.01

Interactive Linear Algebra - Conrad Plaut

eTEXT

Interactive Linear Algebra

eText

$118.80

This product is categorised by