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CodeSignal

Hypertuning and Cross-Validation

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Overview

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Master hyperparameter tuning and cross-validation techniques to optimize the performance of your machine learning models. Learn how to perform grid search, random search, and various cross-validation methods.

Syllabus

  • Lesson 1: Cross-Validation in Machine Learning
  • Lesson 2: Grid Search: Finding Optimal Model Parameters
  • Lesson 3: Random Search in Machine Learning
  • Lesson 4: Hyperparameter Tuning for Ensembles

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