The Nuts and Bolts of Machine Learning
Completed by Gagana Warusawithana
February 23, 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: Analytics
- Category: Supervised Learning
- Category: Classification Algorithms
- Category: Random Forest Algorithm
- Category: Machine Learning
- Category: Feature Engineering
- Category: Performance Tuning
- Category: Statistical Machine Learning
- Category: Unsupervised Learning
- Category: Advanced Analytics
- Category: Model Training
