The Nuts and Bolts of Machine Learning
Completed by Lauren Kangas
February 16, 2025
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: Machine Learning Algorithms
- Category: Unsupervised Learning
- Category: Advanced Analytics
- Category: Model Training
- Category: Predictive Modeling
- Category: Analytics
- Category: Classification Algorithms
- Category: Model Optimization
- Category: Decision Tree Learning
- Category: Statistical Machine Learning
- Category: Feature Engineering
- Category: Random Forest Algorithm
