O'Reilly logo

Advanced Analytics Methodologies: Driving Business Value with Analytics by Thomas W. Dinsmore, Michele Chambers

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Index

A

a priori segmentation, 158

Abbott, Dean, 21

case study, 37-42, 51

accuracy of classification, 137

ACID (Atomic, Consistent, Isolation, Durability), 244

ad hoc analysis, 9, 89-91

ADABoost (Adaptive Boosting), 184

Adams, John, 262

agent-based modeling, 43

aggregate functions, 205

Air Liquide case study, 36-37, 51

Akaike information criterion (AIC), 140

algorithms in analytics roadmap, 23

Alpine, 216-217, 227, 232

Alteryx, 217

ambition factors of data scientists, 266-269

analysis data set

building, 128-133

assembling data, 129

evaluating data, 129-130

investigating outliers, 130-131

missing data, 133

table operations, 132

transforming data, 131-132

partitioning, 135-136

analytic applications in customer-facing analytics, 100-101

analytic ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required