MetaSnake Products/Effective XGBoost

  • $70

Effective XGBoost

  • Course
  • 18 Lessons

In this course, you'll learn how to harness the full potential of XGBoost to make accurate predictions, optimize model performance, and unlock valuable insights from your data. Whether you're an experienced data scientist or just starting, this course will guide you through every step of the process, from theory to implementing it in real-world scenarios. Enroll today!

Contents

Introduction
00-Intro.mov
Preview

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