Books, Decision Trees and Exploratory Data Analysis

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Books

Decision Trees

Exploratory Data Analysis

Scaling Kaggle Competitions Using XGBoost: Part 4

PyImageSearch

JANUARY 23, 2023

The reasoning behind that is simple; whatever we have learned till now, be it adaptive boosting, decision trees, or gradient boosting, have very distinct statistical foundations which require you to get your hands dirty with the math behind them. , you already know that our approach in this series is math-heavy instead of code-heavy.

Deep Learning

Deep Learning Deep Learning Algorithm Decision Trees

Scaling Kaggle Competitions Using XGBoost: Part 2

PyImageSearch

DECEMBER 12, 2022

We went through the core essentials required to understand XGBoost, namely decision trees and ensemble learners. Since we have been dealing with trees, we will assume that our adaptive boosting technique is being applied to decision trees. For now, since we have 7 data samples, we will assign 1/7 to each sample.

Decision Trees

Decision Trees Deep Learning Deep Learning Exploratory Data Analysis

Data Science Current

Scaling Kaggle Competitions Using XGBoost: Part 4

Scaling Kaggle Competitions Using XGBoost: Part 2

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