├── Cluster └── R Example │ ├── Cluster Analysis Advanced Tutorial.R │ └── Cluster Analysis Smiley Tutorial.R ├── Decision Trees └── R Example │ ├── Churn.csv │ ├── Decision Tree Tutorial - Examples.R │ └── Diabetes.csv ├── Genetic Algorithms └── R Example │ ├── Knapsack Problem.R │ ├── OLS Model - GA.R │ ├── TSPdata.csv │ ├── Traveling Salesman Problem.R │ └── Variable Selection Example.R ├── Hidden Markov Models └── R Example │ └── HMM Algorithm Tutorial.R ├── Market Basket └── R Data │ ├── Association Rule - Politics.R │ ├── Association Rule Tutorial - Groceries.R │ ├── Transaction2.csv │ ├── voting2.csv │ └── voting4.csv ├── Neural Network └── R Example │ ├── NNCredit.csv │ ├── Neural Network - Classification Multi Variables.R │ ├── Neural Network - Classification Notes.R │ ├── Neural Network - Classification Time.R │ └── Neural Network - Classification.R ├── Presentation PDF ├── 1. Sustaining Predictive Analytics Capabilities.pdf ├── 10. Time Series Forecasting.pdf ├── 11. Text Analytics.pdf ├── 12. Ridge Regression, LASSO, and Elastic Nets.pdf ├── 13. Hidden Markov Models.pdf ├── 14. Genetic Algorithms.pdf ├── 15. MARS, Logistic Regression, & Survival Analysis.pdf ├── 16. Fourier Analysis.pdf ├── 17. Deep Learning & Image Processing.pdf ├── 18. Big Data Fundamentals for Data Scientists.pdf ├── 2. R & R Studio.pdf ├── 3. EDA & Model Selection.pdf ├── 4. Regression Analysis.pdf ├── 5. Decision Tree & Random Forests.pdf ├── 6. Association Rule.pdf ├── 7. Cluster Analysis.pdf ├── 8. Neural Network.pdf └── 9. Support Vector Machine.pdf ├── README.md ├── Regression └── R Example │ ├── PriceElasticity.R │ └── grapeJuice.csv ├── Ridge Regression, LASSO, Elastic Net └── R Example │ └── Practical Example - Prostate.R ├── SVM └── R Example │ └── SVM Cancer Analysis.R ├── Text Analytics ├── Facebook.csv ├── Natural Language Processing.R ├── Obama │ ├── August 1, 2012.txt │ ├── August 12, 2012.txt │ ├── August 14, 2012.txt │ ├── August 9, 2012.txt │ ├── July 10, 2012.txt │ ├── July 19, 2012.txt │ ├── July 23, 2012.txt │ ├── July 27, 2012.txt │ ├── June 12, 2012.txt │ ├── June 20, 2012.txt │ ├── November 5, 2012.txt │ ├── November 6, 2012.txt │ ├── October 19, 2012.txt │ ├── October 25, 2012.txt │ ├── October 4, 2012.txt │ ├── September 17, 2012.txt │ ├── September 19, 2012.txt │ ├── September 21, 2012.txt │ ├── September 6, 2012.txt │ ├── September 7, 2012.txt │ └── September 9, 2012.txt ├── Presidential Speech.R ├── Romney │ ├── August 10, 2012.txt │ ├── August 15, 2012.txt │ ├── August 20, 2012.txt │ ├── August 30, 2012.txt │ ├── July 24, 2012.txt │ ├── July 29, 2012.txt │ ├── July 31, 2012.txt │ ├── June 15, 2012.txt │ ├── June 21, 2012.txt │ ├── June 7, 2012.txt │ ├── November 2, 2012.txt │ ├── November 6, 2012.txt │ ├── October 19, 2012.txt │ ├── October 26, 2012.txt │ ├── October 8, 2012.txt │ ├── September 11, 2012.txt │ ├── September 17, 2012.txt │ └── September 25, 2012.txt ├── Search Engine Tutorial.R ├── Text Analytics Cluster Tutorial.R ├── Text Analytics Sentiment Tutorial.R └── TextAnalysis.csv ├── Time Series └── R Example │ ├── Time Series Tutorial - GLM.R │ └── Time Series Tutorial -PPT.R ├── Webinar Lectures ├── Ensemble Tutorial - Basic Model.R └── Predictive Model - Binary Response.R └── explainer-beam-scatter-1200px-alpha.png /Cluster/R Example/Cluster Analysis Advanced Tutorial.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DerekKane/YouTube-Tutorials/HEAD/Cluster/R Example/Cluster Analysis Advanced Tutorial.R -------------------------------------------------------------------------------- /Cluster/R Example/Cluster Analysis Smiley Tutorial.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DerekKane/YouTube-Tutorials/HEAD/Cluster/R Example/Cluster Analysis Smiley Tutorial.R -------------------------------------------------------------------------------- /Decision Trees/R Example/Churn.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/DerekKane/YouTube-Tutorials/HEAD/Decision Trees/R Example/Churn.csv -------------------------------------------------------------------------------- /Decision Trees/R Example/Decision Tree Tutorial - 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