The Nuts and Bolts of Machine Learning
Completed by LIM JIAN AN, CODY
April 8, 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: Applied Machine Learning
- Category: Model Evaluation
- Category: Decision Tree Learning
- Category: Classification Algorithms
- Category: Machine Learning Algorithms
- Category: Random Forest Algorithm
- Category: Machine Learning
- Category: Predictive Modeling
- Category: Statistical Machine Learning
- Category: Analytics
- Category: Supervised Learning
- Category: Feature Engineering
