The Nuts and Bolts of Machine Learning
Completed by Yiyang Yao
October 4, 2025
33 hours (approximately)
Yiyang Yao'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: Analytics
- Category: Random Forest Algorithm
- Category: Statistical Machine Learning
- Category: Unsupervised Learning
- Category: Advanced Analytics
- Category: Model Training
- Category: Machine Learning
- Category: Model Optimization
- Category: Performance Tuning
- Category: Decision Tree Learning
