Data Analytics for Data Driven Decision Making | Community Webinar
Translate your data for effective and data-driven decision-making. As data scientists, we are constantly focused on learning new ML techniques and algorithms. However, in any company, value is created primarily by making decisions. In this talk I present a systematic process where ML is an input to improve our ability to make better decisions, thereby taking us closer to the prescriptive ideal. In a nutshell, this process starts by clearly identifying the KPI or metric that we want to improve (eg. revenue). This metric itself may not be actionable, so we may have to decompose it into actio…
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Chapters (13)
Introduction
1:07
Overview
4:37
What do we do?
9:03
Types of analysis
14:02
Decision making
15:02
Decision components
17:15
Metrics
25:10
Funnels
30:54
Levers
33:15
Consequences
36:53
A/B Testing
41:47
Supervised ML
1:02:29
QnA
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