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

An Introduction to Machine Learning

An Introduction to Machine Learning

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783030819347
Condition
New
Product Description

This textbook offers a comprehensive introduction to Machine Learning techniques and algorithms. This Third Edition covers newer approaches that have become highly topical, including deep learning, and auto-encoding, introductory information about temporal learning and hidden Markov models, and a much more detailed treatment of reinforcement learning. The book is written in an easy-to-understand manner with many examples and pictures, and with a lot of practical advice and discussions of simple applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, rule-induction programs, artificial neural networks, support vector machines, boosting algorithms, unsupervised learning (including Kohonen networks and auto-encoding), deep learning, reinforcement learning, temporal learning (including long short-term memory), hidden Markov models, and the genetic algorithm. Special attention is devoted to performance evaluation, statistical assessment, and to many practical issues ranging from feature selection and feature construction to bias, context, multi-label domains, and the problem of imbalanced classes.

Available Colors
Available Sizes
1 Offer Price Range: $49.99 - $49.99
BEST PRICE

Single Product Purchase

$49.99
@ 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
$49.99 $49.99

$49.99
See Site In stock Visit Store

Similar Products

Management of Development Processes

$59.99

Keine Angst vor UNIX

$69.95

Fractals and Scaling in Finance

$169.99

Enterprise Systems. Strategic, Organizational, and Technological Dimensions

$54.99

Das V-Modell XT anpassen

$29.99

The UK as a Maritime Power in the 21st Century

$129.00

Plant Invasions and Global Climate Change

$149.00

Literacies in the Age of Mobility

$169.99

Nineteenth-Century Individualism and the Market Economy

$129.99

Schubbemessung bei Querbiegung

$54.99

Masculinities in Black and White

$54.99

Handbook of Zen, Mindfulness, and Behavioral Health

$229.00

Searching for New Physics in b s+ Transitions at the LHCb Experiment

$84.99

Stellen- und Personalbedarfsplanung

$59.99

Die Rckseite der Cloud

$19.99

Mathematical Foundations of Computer Science 1999

$39.99

Technikkritik in der Moderne

$59.99

The Changing Politics of European Security

$39.99

Green Village and Town Construction in China

$179.99

Standortplanung fr thermische Abfallbehandlungsanlagen

$69.99

Transfer Pricing in SMEs

$129.99

Narrativity in Cognition

$159.99

Stellenwert der Sportmedizin in Medizin und Sportwissenschaft/Position of Sports Medicine in Medicin

$69.99

Handbuch Auenpolitik sterreichs

$84.99

Morpho-functional Machines: The New Species

$219.99

Strukturwandel der industriellen Beziehungen

$24.99

Physik in Formeln und Beispielen

$69.99

Willing and Unwilling

$109.99

G Protein-Coupled Receptors - Modeling and Simulation

$169.99

Systems Reliability and Risk Analysis

$169.00

Accretion Disks and Magnetic Fields in Astrophysics

$169.99

Das geteilte Deutschland

$29.99

Post-Silicon and Runtime Verification for Modern Processors

$169.99

Geology and Offshore Mineral Resources of the Central Pacific Basin

$109.99

Musik Merchandising aus Konsumentenperspektive

$59.99

Scholastic Early Learning Library for Ages 3-5

$499.00

The New Time and Space

$39.99

Studying Stellar Rotation and Convection

$59.99

The Greek-Turkish Maritime Dispute

$99.00

Advances in Computer Games

$129.00