1

**Advanced Evaluation Metrics for Classification: Beyond the Basics

Description
Available

Learning Objectives

  • Understand the fundamentals
  • Apply practical knowledge
  • Complete hands-on exercises
2

**Advanced Evaluation Metrics for Regression: Quantiles, and Beyond

Locked

Learning Objectives

  • Understand the fundamentals
  • Apply practical knowledge
  • Complete hands-on exercises
3

**Cross-Validation Strategies: Advanced Techniques and Considerations

Locked

Learning Objectives

  • Understand the fundamentals
  • Apply practical knowledge
  • Complete hands-on exercises
4

**Model Selection: Ensemble Methods and Robustness

Locked

Learning Objectives

  • Understand the fundamentals
  • Apply practical knowledge
  • Complete hands-on exercises
5

**Hyperparameter Optimization: Advanced Strategies and Techniques

Locked

Learning Objectives

  • Understand the fundamentals
  • Apply practical knowledge
  • Complete hands-on exercises
6

**Model Diagnostics: Bias-Variance Decomposition, Error Analysis

Locked

Learning Objectives

  • Understand the fundamentals
  • Apply practical knowledge
  • Complete hands-on exercises
7

**Model Deployment and Monitoring: Production-Ready Evaluation

Locked

Learning Objectives

  • Understand the fundamentals
  • Apply practical knowledge
  • Complete hands-on exercises

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