Solutions
This directory contains 9 workflows.
00_Decision_Tree_solution
Introduction to Machine Learning Algorithms course - Session 1 Solution to exercise 1 - Partition data into training and test set - Train a Decision Tree […]
01_Linear_Regression_solution
Introduction to Machine Learning Algorithms course - Session 2 Solution to exercise 1 - Partition data into training and test set - Train a linear […]
02_Regression_Tree_solution
Introduction to Machine Learning Algorithms course - Session 2 Solution to exercise 2 - Partition data into training and test set - Train a regression tree […]
03_Random_Forest_solution
Introduction to Machine Learning Algorithms course - Session 2 Solution to exercise 3 - Train a random forest model - Apply the model to the test set - […]
04_Logistic_Regression_solution
Introduction to Machine Learning Algorithms course - Session 2 Solution to exercise 4 - Train a logistic regression model - Apply the model to the test […]
05_Missing_Value_Handling_solution
Introduction to Machine Learning Algorithms course - Session 4 Solution to exercise 2 Handle missing values in the data by - Setting them to a fixed value […]
06_Outlier_Detection_solution
Outlier Detection - Solution Introduction to Machine Learning Algorithms course - Session 4 Solution to exercise 3 Detect and remove outliers in the […]
07_Dimensionality_Reduction_solution
Dimensionality Reduction Introduction to Machine Learning Algorithms course - Session 4 Solution to exercise 4 Apply the following dimensionality […]
08_Feature_Selection_solution
Feature Selection - Solution Introduction to Machine Learning Algorithms course - Session 4 Solution to exercise 5 - Combine previously splitted […]