The Nuts and Bolts of Machine Learning
Completed by Shiladitya Singh Bhati
March 5, 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: Classification Algorithms
- Category: Model Optimization
- Category: Performance Tuning
- Category: Feature Engineering
- Category: Machine Learning
- Category: Random Forest Algorithm
- Category: Advanced Analytics
- Category: Model Training
- Category: Supervised Learning
- Category: Statistical Machine Learning
- Category: Unsupervised Learning
- Category: Predictive Modeling
