Foundations of Machine Learning
Completed by Shamweel Anjum
April 12, 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: Supervised Learning
- Category: Decision Tree Learning
- Category: Predictive Modeling
- Category: Regression Analysis
- Category: Machine Learning Methods
- Category: Applied Machine Learning
- Category: Feature Engineering
- Category: Model Optimization
- Category: Unsupervised Learning
- Category: Model Evaluation
- Category: Anomaly Detection
- Category: Data Preprocessing
