Foundations of Machine Learning
Completed by Venkateshwaran K Iyer
June 7, 2024
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: Feature Engineering
- Category: Regression Analysis
- Category: Decision Tree Learning
- Category: Model Deployment
- Category: Classification Algorithms
- Category: Logistic Regression
- Category: Model Training
- Category: Data Preprocessing
- Category: Anomaly Detection
- Category: Machine Learning Methods
- Category: Predictive Modeling
