Part7 Data Cleaning Preparation
This directory contains 4 workflows.
10_Missing_Value_Handling_exercise
Introduction to Machine Learning Algorithms course - Session 4 Exercise 2 Handle missing values in the data by - Setting them to a fixed value (zero) - […]
11_Outlier_Detection_exercise
Introduction to Machine Learning Algorithms course - Session 4 Exercise 3 Detect and remove outliers in the data using the following techniques: - Numeric […]
12_Dimensionality_Reduction_exercise
Introduction to Machine Learning Algorithms course - Session 4 Exercise 4 Apply the following dimensionality reduction techniques to the data: - Filter out […]
13_Feature_Selection_exercise
Introduction to Machine Learning Algorithms course - Session 4 Exercise 5 - Combine previously splitted train and test set - Search for the most important […]