The Nuts and Bolts of Machine Learning
Completed by Felipe Calderón Pérez
March 20, 2026
33 hours (approximately)
Felipe Calderón Pérez's account is verified. Coursera certifies their successful completion of The Nuts and Bolts of Machine Learning
What you will learn
Identify characteristics of the different types of machine learning
Prepare data for machine learning models
Build and evaluate supervised and unsupervised learning models using Python
Demonstrate proper model and metric selection for a machine learning algorithm
Skills you will gain
- Category: Classification Algorithms
- Category: Python Programming
- Category: Random Forest Algorithm
- Category: Model Evaluation
- Category: Feature Engineering
- Category: Applied Machine Learning
- Category: Performance Tuning
- Category: Model Optimization
- Category: Decision Tree Learning
- Category: Machine Learning Algorithms
- Category: Machine Learning
- Category: Predictive Modeling
