List: Retail ML | Curated by Gustavo R Santos

Jan 31, 2025
37 stories
2 saves
Retail ML
In
TDS Archive
by
Ryan O'Sullivan
Optimising Budgets With Marketing Mix Models In PythonPart 3 of a hands-on guide to help you master MMM in pymc
Jan 26
3
Jan 26
3
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TDS Archive
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Rhydham Gupta
Mastering the Art of Pricing Optimization — A Data Science SolutionUnlocking Secrets of Real-World Data Science Solutions for Pricing Optimization in Retail
Aug 28, 2023
10
Aug 28, 2023
10
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TDS Archive
by
Samir Saci
Machine Learning for Retail Demand ForecastingComparative study of Demand Forecasting Methods for a Retail Store (XGBoost Model vs. Rolling Mean)
Aug 21, 2020
2
Aug 21, 2020
2
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TDS Archive
by
Sandra E.G.
Demand Forecasting with Darts: A TutorialA hands-on tutorial with Python and Darts for demand forecasting, showcasing the power of TiDE and TFT
Jan 2
7
Jan 2
7
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TDS Archive
by
Kyoosik Kim
How to Price with Machine LearningCustomizing neural networks to fit price-response functions
Dec 11, 2024
Dec 11, 2024
 This story is no longer available
Yassir Afif
Projecting Customer Lifetime Value using the BG/NBD and the Gamma-Gamma models.A case study of predicting Customer Lifetime Value using the famous probabilistic models BG/NBD and Gamma-Gamma.
Jan 28, 2023
6
Jan 28, 2023
6
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TDS Archive
by
Joseph George Lewis
Simulating a Theme Park: Understanding queue times with RSimulating a theme park to understand queue times and learn how business processes can be optimised in R.
Aug 21, 2023
5
Aug 21, 2023
5
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TDS Archive
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Carolina Bento
Poisson Process and Poisson Distribution in real-life: modeling peak times at an ice cream shopThe Poisson distribution models the probability that a number of events occur in a fixed time interval.
Apr 27, 2021
4
Apr 27, 2021
4
In
AH Technology
by
Simon Grest
Bootstrap your way to better experimentsOvercoming some of the limitations of A/B testing
May 5, 2021
2
May 5, 2021
2
In
TDS Archive
by
Barış Karaman
Uplift ModelingMaximizing the incremental return of your marketing campaigns
Jul 28, 2019
9
Jul 28, 2019
9
In
TDS Archive
by
Iqbal Ali
How to analyse A/B experiments using bayesian “expected loss”A how-to guide to calculating Bayesian Expected Loss for your experiment
Apr 16, 2021
2
Apr 16, 2021
2
In
TDS Archive
by
Matteo Courthoud
Mean vs Median Causal EffectAn introduction to quantile regression in A/B tests
Oct 10, 2022
2
Oct 10, 2022
2
In
TDS Archive
by
Hannah Roos
Bayesian A/B Testing in RAnalyze social media performance with Bayesian vs. Frequentist statistics
Sep 8, 2022
2
Sep 8, 2022
2
In
TDS Archive
by
Samuel Flender
The Joy of A/B Testing: Theory, Practice, and PitfallsHow today’s tech companies make data-driven decisions in Machine Learning production
Aug 1, 2022
2
Aug 1, 2022
2
In
TDS Archive
by
Roberto Salazar
Queueing Models with RExploring the “queueing” R package
Mar 4, 2020
5
Mar 4, 2020
5
In
TDS Archive
by
Will Koehrsen
Markov Chain Monte Carlo in PythonA Complete Real-World Implementation
Feb 10, 2018
25
Feb 10, 2018
25
In
TDS Archive
by
Mintao Wei
What To Do When A/B Test Result Is Not Significant?4-step Framework to Land on Concrete Actions
Apr 25, 2022
1
Apr 25, 2022
1
In
tecnologia no Grupo Boticário
by
Henrique Junqueira Branco
Construindo um sistema de recomendação de cosméticos baseado em composição químicaQuem nunca comprou um cosmético para experimentar e descobriu, de repente, que é alérgico a ele? E, sendo mais específico, alérgico a um…
Jun 15, 2021
Jun 15, 2021
In
TDS Archive
by
Irene Chang
SQL to SARIMAX: How I navigate the first time-series analysis personal project for my portfolioIncluding the resources I used to learn time-series as I was doing this project (MySQL, ARIMA orders selection, parallelization in Jupyter…
Apr 6, 2022
1
Apr 6, 2022
1