Core Machine Learning & Evaluation
Completed by Andrea Pasqualini
April 19, 2026
11 hours (approximately)
Andrea Pasqualini's account is verified. Coursera certifies their successful completion of Core Machine Learning & Evaluation
What you will learn
Implement and evaluate machine learning algorithms such as regression, classification, and ensemble methods.
Understand and apply feature engineering and selection techniques to improve model performance.
Optimize models using hyperparameter tuning and regularization methods.
Use model evaluation techniques like cross-validation to assess and improve model accuracy.
Skills you will gain
- Category: Feature Engineering
- Category: Machine Learning
- Category: Model Training
- Category: Regression Analysis
- Category: Machine Learning Methods
- Category: Model Optimization
- Category: Supervised Learning
- Category: Random Forest Algorithm
- Category: Performance Tuning
- Category: Machine Learning Algorithms
- Category: Applied Machine Learning
- Category: Classification Algorithms
