List: Machine Leary | Curated by Maria Vasilenko

Maria Vasilenko

Mar 3, 2025

7 stories

Machine Leary

Data Science at Microsoft

Phillip Chilton Adkins

Five mistakes to avoid when modeling with imbalanced datasets

And what to try instead

Jan 24, 2023

559

Five mistakes to avoid when modeling with imbalanced datasets

Jan 24, 2023

559

TDS Archive

Massimiliano Costacurta

Dynamic Pricing with Multi-Armed Bandit: Learning by Doing

Applying Reinforcement Learning strategies to real-world use cases, especially in dynamic pricing, can reveal many surprises

Aug 16, 2023

866

Dynamic Pricing with Multi-Armed Bandit: Learning by Doing

Aug 16, 2023

866

TDS Archive

Jimmy Hajime Takeda

Customer Lifetime Value Prediction with PyMC-Marketing

Explore the Depths of Buy-till-You-Die (BTYD) Modeling and Practical Coding Techniques

Nov 10, 2023

694

Customer Lifetime Value Prediction with PyMC-Marketing

Nov 10, 2023

694

TDS Archive

Jerin Paul

How to use Data Science to better understand your customers

How much prominence do customers hold in your business layout? Well, this was a rhetorical question as we all know that the majority of…

Apr 15, 2019

How to use Data Science to better understand your customers

Apr 15, 2019

TDS Archive

Kasper Müller

How to Use Chat-GPT and Python to Build a Knowledge Graph in Neo4j Based on Your Own Articles

A graph containing structured knowledge from more than 120 articles on mathematics and data science

Aug 26, 2023

1.1K

How to Use Chat-GPT and Python to Build a Knowledge Graph in Neo4j Based on Your Own Articles

Aug 26, 2023

1.1K

Abhishek Divekar

High-quality math resources that helped me become an Amazon ML Scientist

A previous post walked through my journey from Amazon Software Engineer to ML Scientist. Digging into the math behind various ML…

May 7, 2022

1.4K

High-quality math resources that helped me become an Amazon ML Scientist

May 7, 2022

1.4K

Data Science at Microsoft

Haribabu Inuganti

Estimating customer churn based on usage data

For any product or service to be successful in the long term, retaining customers is very important. This is because 1) There may be a…

May 31, 2022

Estimating customer churn based on usage data

May 31, 2022

Responses

Machine Leary

Five mistakes to avoid when modeling with imbalanced datasets

And what to try instead

Dynamic Pricing with Multi-Armed Bandit: Learning by Doing

Applying Reinforcement Learning strategies to real-world use cases, especially in dynamic pricing, can reveal many surprises

Customer Lifetime Value Prediction with PyMC-Marketing

Explore the Depths of Buy-till-You-Die (BTYD) Modeling and Practical Coding Techniques

How to use Data Science to better understand your customers

How much prominence do customers hold in your business layout? Well, this was a rhetorical question as we all know that the majority of…

How to Use Chat-GPT and Python to Build a Knowledge Graph in Neo4j Based on Your Own Articles

A graph containing structured knowledge from more than 120 articles on mathematics and data science

High-quality math resources that helped me become an Amazon ML Scientist

A previous post walked through my journey from Amazon Software Engineer to ML Scientist. Digging into the math behind various ML…

Estimating customer churn based on usage data

For any product or service to be successful in the long term, retaining customers is very important. This is because 1) There may be a…

Maria Vasilenko

Machine Leary

AI

Causal Inference