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Michael Klaput
Michael Klaput

45 Followers

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Published in Towards Data Science

·Nov 10, 2022

Why Analytics Needs an Impact-Driven Approach

The amount of data and its complexity are rising constantly, making it harder and more expensive for businesses to find the right places to create value and drive impact — When your marketing team is running thousands of campaigns in different regions, countries, and platforms, there are millions of hypotheses that can be tested and numerous interventions that can be made. …

Impact Driven Analytics

4 min read

Why Analytics Needs an Impact-Driven Approach
Why Analytics Needs an Impact-Driven Approach
Impact Driven Analytics

4 min read


Published in Towards Data Science

·Jul 2, 2021

How causal inference lifts augmented analytics beyond flatland

Causal inference techniques along with business analytics approaches unravel what truly changes your KPIs, while predictive modeling falls flat. — If the world was two-dimensional, life would be very odd indeed. Think about it: The earth would not be a sphere but a circle — just like all other stars and planets in a 2D universe. Beings would be flattened, too, navigating a plane landscape and existence. For example, to…

Analytics

12 min read

How causal inference lifts augmented analytics beyond flatland
How causal inference lifts augmented analytics beyond flatland
Analytics

12 min read

Michael Klaput

Michael Klaput

45 Followers

Co-founder and CTO at Kausa (www.kausa.ai), former VP Quantitative Analyst at Bank of America Merrill Lynch, PhD in Theoretical Physics Oxford University

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