Foundations of Machine Learning
Completed by Kristina Bistrova
January 31, 2025
25 hours (approximately)
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What you will learn
Construct Machine Learning models using the various steps of a typical Machine Learning Workflow
Apply appropriate metrics for various business problems to assess the performance of Machine Learning models
Develop regression and tree based Machine learning Models to make predictions on relevant business problems
Analyze business problems where unsupervised Machine Learning models could be used to derive value from data
Skills you will gain
- Category: Regression Analysis
- Category: Machine Learning Algorithms
- Category: Applied Machine Learning
- Category: Feature Engineering
- Category: Supervised Learning
- Category: Decision Tree Learning
- Category: Classification Algorithms
- Category: Predictive Modeling
- Category: Model Deployment
- Category: Logistic Regression
- Category: Model Training
- Category: Data Preprocessing
