Data Science Letter – Medium

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LightGBM vs XGBoost vs Catboost

Deep-dive into their similarities and differences in algorithms, node splitting, feature handling, sampling and more!

Nov 4, 2024

LightGBM vs XGBoost vs Catboost

Nov 4, 2024

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LightGBM vs XGBoost

Essentials that you need to know about their similarities and differences

Apr 25, 2024

LightGBM vs XGBoost

Apr 25, 2024

How Linkedin validates their AB tests

How to measure the inter-user interaction in AB tests?

Oct 20, 2024

How Linkedin validates their AB tests

Oct 20, 2024

Understand Catboost in 10 minutes

What exactly is Catboost? How does it differ from LightGBM and XGBoost?

Aug 26, 2024

Understand Catboost in 10 minutes

Aug 26, 2024

Top 5 things you should know about LightGBM

Important things you should pay attention to when using LightGBM

May 12, 2024

Top 5 things you should know about LightGBM

May 12, 2024

Deep dive into causal inference methods: randomised control trials (aka AB tests)

A series of deep-dives into essential topics of causal inference, from randomised control trials to double machine learning!

Apr 29, 2024

Deep dive into causal inference methods: randomised control trials (aka AB tests)

Apr 29, 2024

How Netflix uses data analytics — Series 1

How Netflix forecasts revenue from their subscribers

Apr 23, 2024

How Netflix uses data analytics — Series 1

Apr 23, 2024

Practical guides of gradient boosting with scikit-learn

This article ordinary and histogram-based gradient boosting algorithms in scikit-learn.

Apr 23, 2024

Practical guides of gradient boosting with scikit-learn

Apr 23, 2024

Top 20 tech blogs to follow for the Latest AI developments

Here are the top 20 DS, ML AI or engineering blogs to follow in 2024.

Apr 22, 2024

Top 20 tech blogs to follow for the Latest AI developments

Apr 22, 2024

Data Science Letter

Data Science Letter

Deep dive into a topic in data science and machine learning every two weeks. Subscriber to us @ newsletter.datascienceletter.com

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