Loading, please wait...

Data Science Design Patterns - by Todd Morley (Hardcover)

Data Science Design Patterns - by  Todd Morley (Hardcover) - image 1 of 1
Data Science Design Patterns - by  Todd Morley (Hardcover) - image 1 of 1
Release Date: coming soon!

Preorder for
Ships by release date with free standard shipping using RedCard

About this item

Specifications

Number of Pages: 512

Genre: Computers + Internet

Sub-Genre: Databases

Format: Hardcover

Publisher: Addison-Wesley Professional

Book theme: Data Mining

Author: Todd Morley

Language: English

TCIN: 78490747
UPC: 9780134000053
Item Number (DPCI): 247-03-4788

Description

Data Science Design Patterns brings together several dozen proven patterns for building successful decision-support and decision-automation systems in the enterprise. Like Martin Fowler's classic Patterns of Enterprise Application Architecture, it helps you rapidly hone in on proven solutions to common problems, leveraging the hard-won expertise of those who have come before you.

Todd Morley helps you draw upon and integrate diverse domains including statistics, machine learning, information retrieval, compression, optimization, and other areas of software development and business consulting. His patterns address many common challenges, including categorization, prediction, optimization, testing, and human factors. They link directly to key goals for data science and analytics: increasing revenue, decreasing costs, reducing risk, choosing strategies, and making key decisions.

Each pattern offers a high-level design for an application module or layer that either directly solves an enterprise-scale data science problem, or offers a higher-level approach to solving it. Throughout, Morley presents wide-ranging examples, links to real-world case studies, and extensive bibliographic references for deepening your understanding.

This guide's patterns will substantially shorten the learning curve faced by software developers, architects, and IT professionals who have limited mathematical background, and are tasked with solving large-scale data science business problems. They will be equally valuable to experienced data scientists interested in applying best practices to become even more effective.

If the item details above aren’t accurate or complete, we want to know about it. Report incorrect product info.

Recommended


From the manufacturer

No information loaded.

Guest Ratings & Reviews

No reviews yet! Be the first to help other guests.

Prices, promotions, styles and availability may vary by store & online. See our price match guarantee. See how a store is chosen for you.


*See offer details. Restrictions apply. Pricing, promotions and availability may vary by location and at Target.com.