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CodeSignal

Model Evaluation and Optimization

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Overview

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Any predictive regression model is only as good as its performance, this course delves into advanced techniques for evaluating and optimizing regression models. Explore sophisticated strategies to enhance predictive accuracy and model robustness.

Syllabus

  • Lesson 1: Advanced Regression Model Evaluation Techniques
  • Lesson 2: Navigating the Seas of Data: Mastering Cross-Validation in Python
  • Lesson 3: Optimizing Machine Learning Models with Hyperparameter Tuning
  • Lesson 4: Mastering Regularization in Machine Learning with Ridge and Lasso Techniques

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