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What Makes A Good Analyst?
Ravindra Kumar –[email protected]– @talk2ravi97 – mitosis.my
Knowledge
Intelligence
Intuition
• Tech • Math• Business
• Puzzle Solver• Lateral Thinker
• Dreamer• Brainstorm
Understand
The Raw Data The Tools The Problem to be Solved The Art of Analysis The Art of Communication
Ravindra Kumar –[email protected]– @talk2ravi97 – mitosis.my
Color = SegmentKeywordsSourceLocationRecencyFrequencySocial mediaETC…
Art of Analysis
Decision-making
Define your goal and outcome. Measure and Analyze through Gathered data. Improve through Develop alternatives( Attribution modeling) SWOT Analysis for each alternatives. Make the decision. Take action to implement it. Learn from and reflect on the decision.
Ravindra Kumar –[email protected]– @talk2ravi97 – mitosis.my
DMAIC: 1. Define2. Measure3. Analyze4. Improve5. Control
Improve & ControlRegression > Predict
Validate a Statistical Model
Ravindra Kumar –[email protected]– @talk2ravi97 – mitosis.my
We can improvethis numberby this percentin this time framewith this investmentAnd we can prove it
with this test
Have an Opinion and be Specific
We have this problemwhich we think is caused by this which might be fixed by thisin this time framewith this investmentAnd we can prove it
with this test
The Art of Communication
Ravindra Kumar –[email protected]– @talk2ravi97 – mitosis.my
Tell stories instead of delivering reportsLeave off the sausage making detailsTie everything to the bottom lineHelp individuals achieve their goalsHave an opinion
The Art of Communication
Ravindra Kumar –[email protected]– @talk2ravi97 – mitosis.my
