The Nuts and Bolts of Machine Learning
Completed by Anthony Kolta
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: Classification Algorithms
- Category: Model Training
- Category: Random Forest Algorithm
- Category: Machine Learning
- Category: Performance Tuning
- Category: Model Optimization
- Category: Feature Engineering
- Category: Supervised Learning
- Category: Predictive Modeling
- Category: Analytics
- Category: Applied Machine Learning
- Category: Statistical Machine Learning
