The Nuts and Bolts of Machine Learning
Completed by Kristin Johnson
January 22, 2026
33 hours (approximately)
Kristin Johnson'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: Performance Tuning
- Category: Feature Engineering
- Category: Predictive Modeling
- Category: Machine Learning Algorithms
- Category: Classification Algorithms
- Category: Python Programming
- Category: Model Optimization
- Category: Machine Learning
- Category: Random Forest Algorithm
- Category: Statistical Machine Learning
- Category: Unsupervised Learning
- Category: Advanced Analytics
