SBA 585 Machine Learning and Predictive Analytics
This course will help students learn how machine learning algorithms are used to derive value from business data. They will learn to apply supervised and unsupervised learning algorithms using Python language. The emphasis will be on predictive modeling using regression, classification, and clustering techniques. Other topics include exploratory data analysis, data normalization and standardization, logistic regression, decision trees, dimensionality reduction, and ensemble methods. Prerequisite: MAT114 or Equivalent