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A LEADER’S
GUIDE TO DATA
ANALYTICS
By Srijani Das
“The most important skills in analytics
are not technical skills.”
“They’re
thinking
skills.”
IMPORTANT
INSIGHTS
•Do know where precisely
analytics can add value.
A working knowledge of data
science
• Be able to separate good data
from bad.
The better you
understand the
experiments , the
better you
understand the
analytics.
Data collection with purpose
• Think about data as a
strategic imperative.
• Analytics is not a separate
business practice, it must
be integrated into the
business plan itself.
Start with a question or problem
• Your data collection has to
match the specific business
problem at your hand.
• Find out your solutions and
incorporate analytics into
its operations.
Understand the Data-Generation
Process
• To help leaders distinguishing
between good and bad
analytics.
• To uncover the problem of
reverse causality.
• To establish some
fundamentals.
Use Domain Knowledge
Must use knowledge of
the business to account
for strange results.
Know It—Do Not Just Think It
How relevant to Indian
Manager
• Help managers turn analytics
into genuine insight.
• To determine what to
measure and what the
numbers mean to the
company’s overall strategy.
Decision making in
the business world
is being
revolutionized.
a Leader's guide to Data Analytics

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a Leader's guide to Data Analytics