The Nuts and Bolts of Machine Learning
Completed by Agnieszka van Beek
February 9, 2026
33 hours (approximately)
Agnieszka van Beek'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: Statistical Machine Learning
- Category: Unsupervised Learning
- Category: Advanced Analytics
- Category: Model Training
- Category: Python Programming
- Category: Decision Tree Learning
- Category: Machine Learning Algorithms
- Category: Model Evaluation
- Category: Random Forest Algorithm
- Category: Machine Learning
- Category: Predictive Modeling
- Category: Analytics
