01_Exercises
This directory contains 5 workflows.
01_Clustering_exercise
Clustering - exercise Introduction to Machine Learning Algorithms course - Session 4 Exercise 1 - Filter rows - Train a k-Means model - Visualize clustered […]
02_Missing_Value_Handling_exercise
Missing Value Handling - exercise Introduction to Machine Learning Algorithms course - Session 4 Exercise 2 Handle missing values in the data by - Setting […]
03_Outlier_Detection_exercise
Outlier Detection - exercise Introduction to Machine Learning Algorithms course - Session 4 Exercise 3 Detect and remove outliers in the data using the […]
04_Dimensionality_Reduction_exercise
Dimensionality Reduction - exercise Introduction to Machine Learning Algorithms course - Session 4 Exercise 4 Apply the following dimensionality reduction […]
05_Feature_Selection_exercise
Feature Selection - exercise Introduction to Machine Learning Algorithms course - Session 4 Exercise 5 - Combine previously splitted train and test set - […]