Index

A

Abbott, Dean, 26

case study, 45-50, 52

accuracy of classification, 143

ACID (Atomic, Consistent, Isolation, Durability), 189

ad hoc analysis, 12, 90-91

Adams, John, 210

agent-based modeling, 51

aggregate functions, 166

Air Liquide case study, 43-45, 52

Akaike information criterion (AIC), 146

algorithms in analytics roadmap, 27

Alpine, 168, 178

Alteryx, 167-168

ambition factors of data scientists, 215-216

analysis data set

building, 133-139

assembling data, 134

evaluating data, 134-135

investigating outliers, 135-136

missing data, 138-139

table operations, 137-138

transforming data, 136-137

partitioning, 140-141

analytic applications in customer-facing analytics, 102-103

analytic libraries (SQL), 192

analytic personas, 14-15

analytic solutions ...

Get Modern Analytics Methodologies: Driving Business Value with Analytics now with the O’Reilly learning platform.

O’Reilly members experience live online training, plus books, videos, and digital content from nearly 200 publishers.