03_Linear_Regression_exercise
Introduction to Machine Learning Algorithms course - Session 2 Exercise 1 - Partition data into train and test set - Train a linear regression model - Apply […]
02_Regression_Tree_exercise
Regression Tree - exercise Introduction to Machine Learning Algorithms course - Session 2 Exercise 2 - Partition data into train and test set - Train a […]
01_Simple_Neural_Network_solution
Simple Neural Network - solution Introduction to Machine Learning Algorithms course - Session 3 Solution to exercise 1 - Train a fully connected neural […]
04_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 […]
02_Regression_Tree_exercise
Regression Tree - exercise Introduction to Machine Learning Algorithms course - Session 2 Exercise 2 - Partition data into train and test set - Train a […]
02_Regression_Tree_solution
Regression Tree - solution Introduction to Machine Learning Algorithms course - Session 2 Solution to exercise 2 - Partition data into training and test […]
04.01 Simple Neural Network exercise
URL: Description of the Ames Iowa Housing Data https://rdrr.io/cran/AmesHousing/man/ames_raw.html URL: Ames Housing Dataset on kaggle […]
03.01 Random Forest solution
URL: Description of the Ames Iowa Housing Data https://rdrr.io/cran/AmesHousing/man/ames_raw.html URL: Ames Housing Dataset on kaggle […]
02.01 Linear Regression exercise
URL: Ames Housing Dataset on Kaggle https://www.kaggle.com/prevek18/ames-housing-dataset URL: Description on the Ames Iowa Housing Data […]
02_Logistic_Regression_exercise
Introduction to Machine Learning Algorithms course - Session 2 Exercise 4 - Train a logistic regression model - Apply the model to the test set - Evaluate […]