Beginner
24h
Updated 2 months ago
WHAT YOU'LL LEARN
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Content
1.
Introduction
2 Lessons
2.
Data Exploration and Cleaning
16 Lessons
3.
Introduction to scikit-learn and Model Evaluation
14 Lessons
4.
Details of Logistic Regression and Feature Extraction
16 Lessons
5.
The Bias-Variance Trade-Off
14 Lessons
6.
Decision Trees and Random Forests
13 Lessons
7.
Gradient Boosting, XGBoost, and SHAP Values
12 Lessons
8.
Test Set Analysis, Financial Insights, and Delivery to the Client
10 Lessons
9.
Appendix
1 Lessons
Course Author:
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Anthony Walker
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Evan Dunbar
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Software Developer
Carlos Matias La Borde
Souvik Kundu
Front-end Developer
Vinay Krishnaiah
Software Developer
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