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Supervised Learning

Learn about supervised learning techniques such as regression and classification algorithms.

Linear Regression

• Linear Regression

• Logistic Regression

• Tree Based Algorithms

o Decision Trees

o Ensemble Learning

 Bagging

 Boosting (Gradient Boosting Machines, Adaboost, XgBoost)

• Support Vector Machines

• K-Nearest Neighbor

• Instructor-led Hands-On Sessions

• 1 Mini Project - Regression

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