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

Data Driven Model Learning for Engineers

Data Driven Model Learning for Engineers

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031316364
Condition
New
Product Description

The main goal of this comprehensive textbook is to cover the core techniques required to understand some of the basic and most popular model learning algorithms available for engineers, then illustrate their applicability directly with stationary time series. A multi-step approach is introduced for modeling time series which differs from the mainstream in the literature. Singular spectrum analysis of univariate time series, trend and seasonality modeling with least squares and residual analysis, and modeling with ARMA models are discussed in more detail. As applications of data-driven model learning become widespread in society, engineers need to understand its underlying principles, then the skills to develop and use the resulting data-driven model learning solutions. After reading this book, the users will have acquired the background, the knowledge and confidence to (i) read other model learning textbooks more easily, (ii) use linear algebra and statistics for data analysis and modeling, (iii) explore other fields of applications where model learning from data plays a central role. Thanks to numerous illustrations and simulations, this textbook will appeal to undergraduate and graduate students who need a first course in data-driven model learning. It will also be useful for practitioners, thanks to the introduction of easy-to-implement recipes dedicated to stationary time series model learning. Only a basic familiarity with advanced calculus, linear algebra and statistics is assumed, making the material accessible to students at the advanced undergraduate level.

Available Colors
Available Sizes
1 Offer Price Range: $99.00 - $99.00
BEST PRICE

Single Product Purchase

$99.00
@ 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
$99.00 $99.00

$99.00
See Site In stock Visit Store

Similar Products

Visible Light Communications

$54.99

Wasser-Elektrolyt- und Suren-Basen-Haushalt

$69.99

Sensation in the Pelvic Region

$169.99

Perspectives on Nonviolence

$109.99

Entering Emerging Markets

$54.99

Lipidomics

$219.99

Advances in Data and Information Sciences

$169.99

New Perspectives on Technology, Values, and Ethics

$54.99

Scholastic Success With Writing: Grade 3 Workbook

$5.24

Strategy, Control and Competitive Advantage

$39.99

Complex Cases in Structural Heart Intervention

$249.99

Liberalization Challenges in Hungary

$39.99

Advances in Second/Foreign Language Acquisition

$119.00

Technology Application in the Tourism and Hospitality Industry of Bangladesh

$199.99

Supervisory Control of Discrete-Event Systems

$199.99

Microfacies of Carbonate Rocks

$299.00

Symmetry and Chirality

$39.99

Selected Correspondence

$129.00

Cancer Biomarkers in Diagnosis and Therapeutics

$169.00

bereinkommen fr die gegenseitige Benutzung der Personen- und Gepckwagen im Bereiche des Vereins D

$49.99

Recent Advances in Coloproctology

$39.99

Qualitative und interpretative Sozialforschung

$59.99

Theoretical Approaches to Analysis and Interpretation of Commingled Human Remains

$54.99

Stochastische Folgen

$29.99

Elektrothermische Verfahren

$69.99

Authigenic Minerals in Sedimentary Rocks

$39.99

Ukraine on the Road to Europe

$54.99

Map Skills Grade 5 Differentiation Pack

$5.99

Advances in Multimodal Information Retrieval and Generation

$59.99

Corporate Social Responsibility in Brazil

$109.99

Science and Technology of Crystal Growth

$169.99

The Making of Nagorno-Karabagh

$39.99

Cyberspace Mimic Defense

$219.99

Immunological Aspects of Rheumatology

$39.99

Steroid-Spektrenatlas / Atlas of Steroid Spectra

$54.99

Food Dependency in the Middle East and North Africa Region

$109.99

Central Nervous System Pathology

$39.99

The qmail Handbook

$39.95

Pathology of the Female Genital Tract

$74.99

The Asian City: Processes of Development, Characteristics and Planning

$169.00