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Building Numerical Predictors

This directory contains 8 workflows.

IconSolutions 

Icon01_​Missing_​Value_​Handling 

Missing Value Handling - exercise Introduction to Machine Learning Algorithms course - Session 4 Exercise 2 Handle missing values in the data by - Setting […]

Icon02_​Outlier_​Detection 

Outlier Detection - exercise Introduction to Machine Learning Algorithms course - Session 4 Exercise 3 Detect and remove outliers in the data using the […]

Icon03_​Linear_​Regression 

Linear Regression - exercise Introduction to Machine Learning Algorithms course - Session 2 Exercise 1 - Partition data into train and test set - Train a […]

Icon04_​Regression_​Trees 

Regression Tree - exercise Introduction to Machine Learning Algorithms course - Session 2 Exercise 2 - Partition data into train and test set - Train a […]