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Building Ibotta
Thoughts and experiences from Ibotta's engineering, analytics and product teams
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Data Science
Emily Kaegi
in
Building Ibotta
Apr 7, 2023
Measuring Incrementality When Control Groups Are Not Possible
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142
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Jaylyn Stoesz
in
Building Ibotta
Jan 6, 2023
The Medallion Architecture at Ibotta
Ibotta has been working towards implementing the
Medallion Architecture in our data platform…
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53
1 response
Sam Weiss
in
Building Ibotta
Jun 23, 2021
How to Use Previous Model Deployments to Build (a Better) Causal Model
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56
Brent Lemieux
in
Building Ibotta
Oct 21, 2020
Serving Cold-Start Retailer Recommendations in Real-Time
Serving Real-Time Recommendations for New…
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171
1 response
Sam Weiss
in
Building Ibotta
Apr 23, 2020
The MR-Uplift Package
Evaluating Multiple Responses in Uplift Models
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162
Evan Harris
in
Building Ibotta
Feb 25, 2020
Predict with sklearn 20x faster
A library for machine learning prediction in pure Python
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213
1 response
Sam Weiss
in
Building Ibotta
Nov 15, 2019
Estimating and Visualizing Business Tradeoffs in Uplift Models
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196
Nicole Kacirek
in
Building Ibotta
Sep 26, 2019
Analytics at Ibotta: Different Paths Find Common Ground
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218
Dave King
in
Building Ibotta
Sep 25, 2019
Reg2Vec: Learning Embeddings for High Cardinality Customer Registration Features
Supervised Feature…
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102
2 responses
Evan Harris
in
Building Ibotta
Aug 29, 2019
Train sklearn 100x faster
Distributing scikit-learn with spark
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707
3 responses