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February 2025

XGBoost is All You Need - Part 7
Nontrivial use case 3: use of XGBoost for unsupervised tasks
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Bojan Tunguz
2
XGBoost is All You Need - Part 6
Nontrivial use case 2: use of Shapely values for feature selection and feature engineering
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Bojan Tunguz
2
XGBoost is All You Need - Part 5
Nontrivial use case 1: multi-GPU and multi-machine training
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Bojan Tunguz
1
Book Review - Effective Visualization: Exploiting Matplotlib & Pandas
Great introductory book for plotting and visualization in Python
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Bojan Tunguz
1
When to use which approach/technique with a given dataset
These are my rules of thumb, and caveats could fill an entire book
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Bojan Tunguz
2
Book Review - Machine Learning for Tabular Data
XGBoost, Deep Learning, and AI
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Bojan Tunguz
XGBoost is All You Need, Part 4
A Brief Intro to XGBoost
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Bojan Tunguz
1

January 2025

XGBoost is All You Need, Part 3 - Gradient Boosted Trees
This is the third part in the series of blog posts about XGBoost, based on my 2024 GTC presentation you can find Part 1 here, and Part 2 here.
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Bojan Tunguz
5
XGBoost is All You Need
Part 2 - What is Tabular Data?
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Bojan Tunguz
5
XGBoost is All You Need
What do I really mean by my (in)famous tagline, Part 1
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Bojan Tunguz
8
eXtreme Gradient Blogging
Blogging in the era of eXtreme technological change
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Bojan Tunguz
7
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