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

Hyperparameter Optimization in Machine Learning

Hyperparameter Optimization in Machine Learning

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9781484265789
Condition
New
Product Description

Dive into hyperparameter tuning of machine learning models and focus on what hyperparameters are and how they work. This book discusses different techniques of hyperparameters tuning, from the basics to advanced methods. This is a step-by-step guide to hyperparameter optimization, starting with what hyperparameters are and how they affect different aspects of machine learning models. It then goes through some basic (brute force) algorithms of hyperparameter optimization. Further, the author addresses the problem of time and memory constraints, using distributed optimization methods. Next youll discuss Bayesian optimization for hyperparameter search, which learns from its previous history. The book discusses different frameworks, such as Hyperopt and Optuna, which implements sequential model-based global optimization (SMBO) algorithms. During these discussions, youll focus on different aspects such as creation of search spaces and distributed optimization of these libraries. Hyperparameter Optimization in Machine Learning creates an understanding of how these algorithms work and how you can use them in real-life data science problems. The final chapter summaries the role of hyperparameter optimization in automated machine learning and ends with a tutorial to create your own AutoML script. Hyperparameter optimization is tedious task, so sit back and let these algorithms do your work. What You Will Learn Discover how changes in hyperparameters affect the models performance. Apply different hyperparameter tuning algorithms to data science problems Work with Bayesian optimization methods to create efficient machine learning and deep learning models Distribute hyperparameter optimization using a cluster of machines Approach automated machine learning using hyperparameter optimization Who This Book Is For Professionals and students working with machine learning.

Available Colors
Available Sizes
1 Offer Price Range: $39.99 - $39.99
BEST PRICE

Single Product Purchase

$39.99
@ 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
$39.99 $39.99

$39.99
See Site In stock Visit Store

Similar Products

Rethinking Identities in Contemporary Pakistani Fiction

$54.99

Developmental Assets and Asset-Building Communities

$129.00

The Sociogenesis of Language and Human Conduct

$169.00

Between Data Science and Applied Data Analysis

$169.99

The Great Guano Rush

$169.99

Progress in Robotics

$84.99

Reviews of Environmental Contamination and Toxicology 170

$109.99

Einfhrung in die Probleme der Allgemeinen Psychologie

$64.99

The Mechanics of Mechanical Watches and Clocks

$169.99

Rehabilitating Blind and Visually Impaired People

$54.99

Geographies of Urban Governance

$39.99

Genome Stability and Human Diseases

$169.00

Politische Institutionalisierung und Konflikttransformation

$64.99

Pulmonary Arterial Hypertension and Interstitial Lung Diseases

$84.99

The Amateur Astronomer's Guide to the Deep-Sky Catalogs

$44.99

The Institutional Compass: Method, Use and Scope

$59.99

Chemotaxonomie der Pflanzen

$129.99

Chemisorption and Reactivity on Supported Clusters and Thin Films:

$219.99

Decision and Game Theory for Security

$54.99

Chronik des Deutschen Forstwesens im Jahre 1885

$44.99

Politik als Kern der politischen Bildung

$44.99

Social Business Transformation

$39.99

Advanced Imaging in Coronary Artery Disease

$39.99

Die Auskunfts- und Frsorgestelle fr Lungenkranke

$59.99

Wild Crop Relatives: Genomic and Breeding Resources

$129.00

Die Ursachen der vielfltigen Lsungseigenschaften des Wassers. Aus einer Forschungssttte der Anorg

$59.99

Intelligent System Design

$279.99

Programmiersprachen Konzepte, Strukturen und Implementierung in Java

$37.99

Implantable Medical Electronics

$169.99

Mindful Day

$5.21

Brand Building and Marketing in Key Emerging Markets

$54.99

Some Aspects of the Formation of the Solar System

$54.99

Entwicklung einer flexibel automatisierten Nhanlage

$69.99

Organisationsvielfalt und betriebliche Gesundheitsfrderung

$74.99

Aktienrechtliche Jahresabschluprfung

$69.99

Topics in Nucleic Acid Structure

$109.99

Japan and the New World Order

$109.99

Material Research in Atomic Scale by Mssbauer Spectroscopy

$54.99

Mit Sustainable Finance die Transformation dynamisieren

$59.99

Geothermal Energy and Society

$139.99