Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Mathematical Foundations for Data Analysis

Mathematical Foundations for Data Analysis

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783030623418
Condition
New
Product Description

This textbook, suitable for an early undergraduate up to a graduate course, provides an overview of many basic principles and techniques needed for modern data analysis. In particular, this book was designed and written as preparation for students planning to take rigorous Machine Learning and Data Mining courses. It introduces key conceptual tools necessary for data analysis, including concentration of measure and PAC bounds, cross validation, gradient descent, and principal component analysis. It also surveys basic techniques in supervised (regression and classification) and unsupervised learning (dimensionality reduction and clustering) through an accessible, simplified presentation. Students are recommended to have some background in calculus, probability, and linear algebra. Some familiarity with programming and algorithms is useful to understand advanced topics on computational techniques.

Available Colors
Available Sizes
1 Offer Price Range: $44.99 - $44.99
BEST PRICE

Single Product Purchase

$44.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$44.99 $44.99

$44.99
See Site In stock Visit Store

Similar Products

Studies on the Anatomy and Function of Bone and Joints

$39.99

Eat to Beat Your Diet- Burn Fat, Heal Your Metabolism, and Live Longer by William W Li Md

$30.00

Geschichte der englischen Erziehung

$59.99

Grundzge einer Flchen-Nomographie

$59.99

Umweltbelastung und Gesellschaft Luft Boden Technik

$44.99

Substance Use Disorders Treatment in Therapeutic Communities

$109.99

Misclassification of Smoking Habits and Passive Smoking

$109.99

The Vegetation of Egypt

$219.99

Vter, Mnner und kindliche Entwicklung

$64.99

Chemical Food Contaminants Analysis

$219.99

Templates in Chemistry III

$329.99

Continuum Deformation of Multi-Agent Systems

$39.99

Die Tea Party als Obamas Widersacher und Trumps Wegbereiter

$64.99

Computational Science and Its Applications ICCSA 2019

$54.99

Globalization and Summit Reform

$54.99

Paediatric Radiology Rapid Reporting for FRCR Part 2B

$79.99

Genetic Effects of Air Pollutants in Forest Tree Populations

$84.99

Re-Telling Our Stories

$39.99

Matheuristics

$189.00

Poetik der Form

$64.99

Managing Religion: The Management of Christian Religious and Faith-Based Organizations

$109.99

Immunopharmacogenomics

$109.99

Finite Element Analysis for Composite Structures

$169.99

Quaternionic Analysis and Elliptic Boundary Value Problems

$54.99

Der Fuballstar als Marke

$69.99

Das natrliche Masystem

$49.99

Science Grades 3-5

$57.00

Bessie the Motorcycle Queen (Hardcover)

$14.24

Diffusion und Globalisierung

$59.99

Management of Benign Biliary Stenosis and Injury

$109.99

Multi-objective Forest Planning

$169.99

HCI in Games

$109.99

Grundlagen der Informatik fr Ingenieure

$37.99

Exchange Rate Policy in Europe

$169.99

Word 5.0-Wegweiser

$59.99

Arduino and LEGO Projects

$59.99

Psychoanalytische Pdagogik zwischen Theorie und Praxis

$69.99

The Root Canal Anatomy in Permanent Dentition

$199.00

ROMANSY 16

$169.99

Aesthetics

$54.99