Machine Learning in R

Repository of my machine learning experience in R.

03-data Folder with some of the data used in the projects.

Structure:

WholesalesCustomersData.csv CSV file with sales records by category.

adult_income.xlsx xlsx file with various data on people.

bikeSharingDay.csv csv file with daily bike-sharing data

retail.xlsx xlsx file with data on quantities of products sold.

04-projects Folder with different ML projects in R

Structure:

01ClassificationRandomForest_en.ipynb Classification by Random Forests

02ClassificationSupportVectorMachine_en.ipynbClassification by Support Vector Machines

03TimeSeriesArima_en.ipynb Time Series

04ClusteringKMeans_en.ipynb Clustering K-means

05AssociationRulesApriori_en.ipynb Association Rules Apriori