It's All Analytics - Part II: Designing an Integrated AI, Analytics, and Data Science Architecture for Your Organization - Image 1

£58.99

CRC Press It's All Analytics - Part II: Designing an Integrated AI, Analytics, and Data Science Architecture for Your Organization

Name: It's All Analytics - Part II: Designing an Integrated AI, Analytics, and Data Science Architecture for Your Organization
Brand: CRC Press
Price: 56.37 GBP
Availability: InStock

Business Process Reengineering

Price History & Forecast

Last 80 days • 80 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 80 days • 4 price levels

Days at Price

Current Price

Price Analysis

Most common price: £59 (52 days, 65.0%)

Price range: £55 - £59

Price levels: 4 different prices over 80 days

Description

Up to 70% and even more of corporate Analytics Efforts fail!!! Even after these corporations have made very large investments, in time, talent, and money, in developing what they thought were good data and analytics programs. Why? Because the executives and decision makers and the entire analytics team have not considered the most important aspect of making these analytics efforts successful. In this Book II of "It’s All Analytics!" series, we describe two primary things: 1) What this "most important aspect" consists of, and 2) How to get this "most important aspect" at the center of the analytics effort and thus make your analytics program successful. This Book II in the series is divided into three main parts: Part I, Organizational Design for Success, discusses ……. The need for a complete company / organizational Alignment of the entire company and its analytics team for making its analytics successful. This means attention to the culture – the company culture culture!!! To be successful, the CEO’s and Decision Makers of a company / organization must be fully cognizant of the cultural focus on ‘establishing a center of excellence in analytics’. Simply, "culture – company culture" is the most important aspect of a successful analytics program. The focus must be on innovation, as this is needed by the analytics team to develop successful algorithms that will lead to greater company efficiency and increased profits. Part II, Data Design for Success, discusses ….. Data is the cornerstone of success with analytics. You can have the best analytics algorithms and models available, but if you do not have good data, efforts will at best be mediocre if not a complete failure. This Part II also goes further into data with descriptions of things like Volatile Data Memory Storage and Non-Volatile Data Memory Storage, in addition to things like data structures and data formats, plus considering things like Cluster Computing, Data Swamps, Muddy Data, Data Marts, Enterprise Data Warehouse, Data Reservoirs, and Analytic Sandboxes, and additionally Data Virtualization, Curated Data, Purchased Data, Nascent & Future Data, Supplemental Data, Meaningful Data, GIS (Geographic Information Systems) & Geo Analytics Data, Graph Databases, and Time Series Databases. Part II also considers Data Governance including Data Integrity, Data Security, Data Consistency, Data Confidence, Data Leakage, Data Distribution, and Data Literacy. Part III, Analytics Technology Design for Success, discusses …. Analytics Maturity and aspects of this maturity, like Exploratory Data Analysis, Data Preparation, Feature Engineering, Building Models, Model Evaluation, Model Selection, and Model Deployment. Part III also goes into the nuts and bolts of modern predictive analytics, discussing such terms as AI = Artificial Intelligence, Machine Learning, Deep Learning, and the more traditional aspects of analytics that feed into modern analytics like Statistics, Forecasting, Optimization, and Simulation. Part III also goes into how to Communicate and Act upon Analytics, which includes building a successful Analytics Culture within your company / organization. All-in-all, if your company or organization needs to be successful using analytics, this book will give you the basics of what you need to know to make it happen.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 0367359715
Category: Books > Subjects > Business, Finance & Law > Management > Business Process Reengineering
Domain: Amazon UK
Release Date: 29 September 2021
Listed Since: 09 March 2021

Barcode

No barcode data available

CRC Press It's All Analytics - Part II: Designing an Integrated AI, Analytics, and Data Science Architecture for Your Organization

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Microsoft IIS 10.0 Cookbook: Task-oriented recipes to manage your web server with ease

Business Analytics: A Practitioner’s Guide: 186 (International Series in Operations Research & Management Science, 186)

Statistical Data Analytics: Foundations for Data Mining, Informatics, and Knowledge Discovery

Data Analytics for Business: Foundations and Industry Applications

Win with Advanced Business Analytics: Creating Business Value from Your Data: 62 (Wiley and SAS Business Series)

Using Strategy Analytics for Business Value Creation and Competitive Advantage

Deploying AI in the Enterprise: IT Approaches for Design, DevOps, Governance, Change Management, Blockchain, and Quantum Computing

Julia for Data Science

Guide to Intelligent Data Science: How to Intelligently Make Use of Real Data (Texts in Computer Science)

Fundamentals of Business Intelligence (Data-Centric Systems and Applications)

The Business of Analytics: An Introduction to Statistical Analysis in the Business Environment

Actionable Intelligence in Healthcare (Data Analytics Applications)

Big Data and Social Science: Data Science Methods and Tools for Research and Practice (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Deep-Learning-Assisted Statistical Methods with Examples in R (Chapman & Hall/CRC Data Science Series)

Head First Data Analysis: A Learner's Guide to Big Numbers, Statistics, and Good Decisions

Intelligent Optimization Techniques for Business Analytics (Advances in Business Information Systems and Analytics)

Practical Data Science with Python: Learn tools and techniques from hands-on examples to extract insights from data

Hands-On SQL Server 2019 Analysis Services: Design and query tabular and multi-dimensional models using Microsoft's SQL Server Analysis Services

Python Data Analysis - Second Edition: Data manipulation and complex data analysis with Python

Model-Based Machine Learning

Ethical Reasoning in Big Data: An Exploratory Analysis (Computational Social Sciences)

Data Analytics and Big Data (Information Systems, Web and Pervasive Computing)

Machine Learning and Artificial Intelligence with Industrial Applications: From Big Data to Small Data (Management and Industrial Engineering)

Machine Learning and Artificial Intelligence with Industrial Applications: From Big Data to Small Data (Management and Industrial Engineering)