The Nuts and Bolts of Machine Learning
Completed by David Roat
April 29, 2026
33 hours (approximately)
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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: Applied Machine Learning
- Category: Model Optimization
- Category: Supervised Learning
- Category: Feature Engineering
- Category: Machine Learning
- Category: Model Training
- Category: Random Forest Algorithm
- Category: Statistical Machine Learning
- Category: Unsupervised Learning
- Category: Advanced Analytics
- Category: Model Evaluation
