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Smarter Data Science: Succeeding with Enterprise-Grade Data and AI Projects

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所在地:New Orleans, Louisiana, 美國
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物品細節

物品狀況
良好: ...
Pages
304
Publication Date
2020-06-03
Subject Area
Scientific Computing
Educational Level
Adult & Further Education
Level
Advanced
Subject
Science
ISBN
9781119693413
EAN
9781119693413

關於產品

Product Identifiers

Publisher
Wiley & Sons, Incorporated, John
ISBN-10
1119693411
ISBN-13
9781119693413
eBay Product ID (ePID)
12038435923

Product Key Features

Number of Pages
304 Pages
Language
English
Publication Name
Smarter Data Science : Succeeding with Enterprise-Grade Data and Ai Projects
Subject
Data Modeling & Design
Publication Year
2020
Type
Textbook
Subject Area
Computers
Author
Cole Stryker, Neal Fishman
Format
Trade Paperback

Dimensions

Item Height
0.7 in
Item Weight
18.4 Oz
Item Length
9.1 in
Item Width
7.3 in

Additional Product Features

Intended Audience
Scholarly & Professional
Dewey Edition
23
Dewey Decimal
005.7
Synopsis
Organizations can make data science a repeatable, predictable tool, which business professionals use to get more value from their data Enterprise data and AI projects are often scattershot, underbaked, siloed, and not adaptable to predictable business changes. As a result, the vast majority fail. These expensive quagmires can be avoided, and this book explains precisely how. Data science is emerging as a hands-on tool for not just data scientists, but business professionals as well. Managers, directors, IT leaders, and analysts must expand their use of data science capabilities for the organization to stay competitive. Smarter Data Science helps them achieve their enterprise-grade data projects and AI goals. It serves as a guide to building a robust and comprehensive information architecture program that enables sustainable and scalable AI deployments. When an organization manages its data effectively, its data science program becomes a fully scalable function that's both prescriptive and repeatable. With an understanding of data science principles, practitioners are also empowered to lead their organizations in establishing and deploying viable AI. They employ the tools of machine learning, deep learning, and AI to extract greater value from data for the benefit of the enterprise. By following a ladder framework that promotes prescriptive capabilities, organizations can make data science accessible to a range of team members, democratizing data science throughout the organization. Companies that collect, organize, and analyze data can move forward to additional data science achievements: Improving time-to-value with infused AI models for common use cases Optimizing knowledge work and business processes Utilizing AI-based business intelligence and data visualization Establishing a data topology to support general or highly specialized needs Successfully completing AI projects in a predictable manner Coordinating the use of AI from any compute node. From inner edges to outer edges: cloud, fog, and mist computing When they climb the ladder presented in this book, businesspeople and data scientists alike will be able to improve and foster repeatable capabilities. They will have the knowledge to maximize their AI and data assets for the benefit of their organizations.

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