Foundations of Machine Learning
Completed by Poojith Devan
June 11, 2026
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: Supervised Learning
- Category: Regression Analysis
- Category: Machine Learning Methods
- Category: Feature Engineering
- Category: Model Optimization
- Category: Unsupervised Learning
- Category: Model Evaluation
- Category: Model Deployment
- Category: Decision Tree Learning
- Category: Logistic Regression
- Category: Model Training
- Category: Data Preprocessing
