The Nuts and Bolts of Machine Learning
Completed by Sean Cairns
March 28, 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: Predictive Modeling
- Category: Feature Engineering
- Category: Classification Algorithms
- Category: Model Training
- Category: Model Optimization
- Category: Machine Learning Algorithms
- Category: Applied Machine Learning
- Category: Statistical Machine Learning
- Category: Unsupervised Learning
- Category: Advanced Analytics
- Category: Supervised Learning
- Category: Performance Tuning
