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

Visual Analytics for Data Scientists

Visual Analytics for Data Scientists

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783030561451
Condition
New
Product Description

This textbook presents the main principles of visual analytics and describes techniques and approaches that have proven their utility and can be readily reproduced. Special emphasis is placed on various instructive examples of analyses, in which the need for and the use of visualisations are explained in detail. The book begins by introducing the main ideas and concepts of visual analytics and explaining why it should be considered an essential part of data science methodology and practices. It then describes the general principles underlying the visual analytics approaches, including those on appropriate visual representation, the use of interactive techniques, and classes of computational methods. It continues with discussing how to use visualisations for getting aware of data properties that need to be taken into account and for detecting possible data quality issues that may impair the analysis. The second part of the book describes visual analytics methods and workflows,organised by various data types including multidimensional data, data with spatial and temporal components, data describing binary relationships, texts, images and video. For each data type, the specific properties and issues are explained, the relevant analysis tasks are discussed, and appropriate methods and procedures are introduced. The focus here is not on the micro-level details of how the methods work, but on how the methods can be used and how they can be applied to data. The limitations of the methods are also discussed and possible pitfalls are identified. The textbook is intended for students in data science and, more generally, anyone doing or planning to do practical data analysis. It includes numerous examples demonstrating how visual analytics techniques are used and how they can help analysts to understand the properties of data, gain insights into the subject reflected in the data, and build good models that can be trusted. Based on several years of teaching related courses at the City, University of London, the University of Bonn and TU Munich, as well as industry training at the Fraunhofer Institute IAIS and numerous summer schools, the main content is complemented by sample datasets and detailed, illustrated descriptions of exercises to practice applying visual analytics methods and workflows.

Available Colors
Available Sizes
1 Offer Price Range: $54.99 - $54.99
BEST PRICE

Single Product Purchase

$54.99
@ 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
$54.99 $54.99

$54.99
See Site In stock Visit Store

Similar Products

Audiovisual Telecommunications

$219.99

Innovationsstrategien japanischer und deutscher Unternehmen

$79.99

Haemostatic Failure in Liver Disease

$129.00

Chemistry of 1,2,3-triazoles

$169.00

The Martyrs of Columbine

$54.99

Science and Technology Policy in Interdependent Economies

$169.99

Creativity in the Digital Age

$54.99

Polypharmazie in der Behandlung psychischer Erkrankungen

$49.99

Konsensus und Interessen

$64.99

Patient-Centred Health Care

$169.99

The Half-Life of Love (Hardcover)

$14.99

Magnetoelastic Acoustic Emission

$129.00

Forschungsmethoden in Psychologie und Sozialwissenschaften fr Bachelor

$29.95

Reminiscences of the Vienna Circle and the Mathematical Colloquium

$109.99

Probleme einer strategischen Handelspolitik

$69.99

Collaboration, Communities and Competition

$39.99

Is Your Mama a Llama?

$5.99

Software Reuse: Bridging with Social-Awareness

$54.99

Normung und Elektrotechnik

$54.99

Theorie und Konstantenbestimmung des hydrometrischen Flgels

$49.99

Pragmatic Circuits

$37.99

Central Bank Regulation and the Financial Crisis

$84.99

Theoretical Chemistry for Advanced Nanomaterials

$109.99

National Geographic Kids Readers: Level 1: El tiempo

$34.95

Mathematical Theory of Elastic Equilibrium

$54.99

Algorithmic Decision Theory

$39.99

Automation 2019

$219.99

Grundlinien einer globalen Ethik

$44.99

Internet of Things. A Confluence of Many Disciplines

$39.99

Implications of the Blood-Brain Barrier and Its Manipulation

$39.99

Political Marketing in the 2019 Canadian Federal Election

$54.99

Herausforderung Atherosklerose in den 90ern

$44.99

Frontiers of Algorithmics

$59.99

My Books Summer & Summer Express Workbook Grade 1 Nonfiction 5-Book Pack

$35.95

Contemporary British Fascism

$54.99

A Concise History of Economic Thought

$99.99

The Agro-Food Chains and Networks for Development

$219.99

Ingenieur-Mathematik

$49.99

Discovering My World: Human Body: Muscles

$3.71