Effective XGBoost
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- Learn more
- Introduction
- 00-Intro.mov
Files for Course

Classification with XGBoost.ipynb
bank-additional-full.csv
Outline

01-Outline.mov
Loading Data

02-Load-Date.mov
Exploring Data

03-explore-data.mov
Cleaning Data

04-clean-data.mov
Initial Models

05-initial-model.mov
Model Evaluation

06-model-evaluation.mov
Tuning Models

07-tuning.mov
Data Size

08-data-size.mov
Interpretation

09-interpretation.mov
SHAP

10-shap.mov
Monotonic Constraints

11-constraints.mov
Persisting the Model

12-persisting.mov
Creating an API

13-api.mov
Conclusion

14-conclusion.mov

Products
Course
Section
Lesson

Introduction

Effective XGBoost
- Buy now
- Learn more
- Introduction
- 00-Intro.mov
Files for Course
- Classification with XGBoost.ipynb
- bank-additional-full.csv
Outline
- 01-Outline.mov
Loading Data
- 02-Load-Date.mov
Exploring Data
- 03-explore-data.mov
Cleaning Data
- 04-clean-data.mov
Initial Models
- 05-initial-model.mov
Model Evaluation
- 06-model-evaluation.mov
Tuning Models
- 07-tuning.mov
Data Size
- 08-data-size.mov
Interpretation
- 09-interpretation.mov
SHAP
- 10-shap.mov
Monotonic Constraints
- 11-constraints.mov
Persisting the Model
- 12-persisting.mov
Creating an API
- 13-api.mov
Conclusion
- 14-conclusion.mov

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