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Machine Learning

Model Tuning

Explore advanced techniques in tuning machine learning models for optimal performance.
Goal:
Learn how model parameters are optimized.
3Lessons
6Micro-lessons
IntermediateDifficulty
Lesson 1

Understanding Hyperparameters

Delve into the role of hyperparameters in model performance.
Start2 Micro-lessons

Micro lesson 1
Choosing Hyperparameters
Micro lesson 2
Impact of Hyperparameters
Lesson 2

Techniques for Model Tuning

Learn various techniques to fine-tune machine learning models.
Start2 Micro-lessons

Micro lesson 1
Grid Search Technique
Micro lesson 2
Random Search Technique
Lesson 3

Evaluating Model Performance

Understand how to evaluate and improve model performance.
Start2 Micro-lessons

Micro lesson 1
Cross-Validation
Micro lesson 2
Performance Metrics