├── .gitignore ├── 01. Introduction to Jupyter Notebooks and Data - R.ipynb ├── 02. Linear Regression - R.ipynb ├── 03. Multiple Linear Regression - R.ipynb ├── 04. Polynomial Regression - R.ipynb ├── 05. Logistic Regression - R.ipynb ├── 06. Support Vector Machines - R.ipynb ├── 07. Advanced SVMs - R.ipynb ├── 08. Neural Networks Introduction - R.ipynb ├── 09. Neural Networks Advanced - R.ipynb ├── 10. Convolutional Neural Networks - R.ipynb ├── 11. Recurrent Neural Networks - R.ipynb ├── 12. Clustering - R.ipynb ├── CODE_OF_CONDUCT.md ├── Data ├── Arthur tales.txt ├── PrionData.csv ├── The Time Machine.txt ├── chocolate data multiple linear regression.txt ├── chocolate data.txt ├── dog_data.csv ├── football data.txt ├── football_data.csv ├── time-edit.txt ├── traffic_by_hour.csv └── trees.csv ├── LICENSE ├── Models └── arthur-model-epoch-30.hdf5 ├── README.md └── SECURITY.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/.gitignore -------------------------------------------------------------------------------- /01. Introduction to Jupyter Notebooks and Data - R.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/01. 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Polynomial Regression - R.ipynb -------------------------------------------------------------------------------- /05. Logistic Regression - R.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/05. Logistic Regression - R.ipynb -------------------------------------------------------------------------------- /06. Support Vector Machines - R.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/06. Support Vector Machines - R.ipynb -------------------------------------------------------------------------------- /07. Advanced SVMs - R.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/07. Advanced SVMs - R.ipynb -------------------------------------------------------------------------------- /08. Neural Networks Introduction - R.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/08. Neural Networks Introduction - R.ipynb -------------------------------------------------------------------------------- /09. Neural Networks Advanced - R.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/09. Neural Networks Advanced - R.ipynb -------------------------------------------------------------------------------- /10. Convolutional Neural Networks - R.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/10. Convolutional Neural Networks - R.ipynb -------------------------------------------------------------------------------- /11. Recurrent Neural Networks - R.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/11. Recurrent Neural Networks - R.ipynb -------------------------------------------------------------------------------- /12. Clustering - R.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/12. Clustering - R.ipynb -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /Data/Arthur tales.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/Arthur tales.txt -------------------------------------------------------------------------------- /Data/PrionData.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/PrionData.csv -------------------------------------------------------------------------------- /Data/The Time Machine.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/The Time Machine.txt -------------------------------------------------------------------------------- /Data/chocolate data multiple linear regression.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/chocolate data multiple linear regression.txt -------------------------------------------------------------------------------- /Data/chocolate data.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/chocolate data.txt -------------------------------------------------------------------------------- /Data/dog_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/dog_data.csv -------------------------------------------------------------------------------- /Data/football data.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/football data.txt -------------------------------------------------------------------------------- /Data/football_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/football_data.csv -------------------------------------------------------------------------------- /Data/time-edit.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/time-edit.txt -------------------------------------------------------------------------------- /Data/traffic_by_hour.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/traffic_by_hour.csv -------------------------------------------------------------------------------- /Data/trees.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Data/trees.csv -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/LICENSE -------------------------------------------------------------------------------- /Models/arthur-model-epoch-30.hdf5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/Models/arthur-model-epoch-30.hdf5 -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/README.md -------------------------------------------------------------------------------- /SECURITY.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MicrosoftDocs/ms-learn-ml-crash-course-R/HEAD/SECURITY.md --------------------------------------------------------------------------------