The Nuts and Bolts of Machine Learning
Completed by Luca Mantovani
February 16, 2026
33 hours (approximately)
Luca Mantovani'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: Python Programming
- Category: Machine Learning Algorithms
- Category: Predictive Modeling
- Category: Analytics
- Category: Feature Engineering
- Category: Random Forest Algorithm
- Category: Machine Learning
- Category: Performance Tuning
- Category: Applied Machine Learning
- Category: Model Evaluation
- Category: Decision Tree Learning
- Category: Supervised Learning
