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07 Text String Manipulation/008 More Advanced Regular Expression Capabilities slides and script.mp4 87.71 MB
01 Introduction to R and to Data Mining/002 Course Preliminaries.mp4 31.27 MB
01 Introduction to R and to Data Mining/003 Data Input and Output part 1.mp4 52.31 MB
01 Introduction to R and to Data Mining/004 Data Input and Output part 2.mp4 74.14 MB
01 Introduction to R and to Data Mining/005 More R Scripting and Visualizations part 1.mp4 59.69 MB
01 Introduction to R and to Data Mining/006 More R Scripting and Visualizations part 2.mp4 28.95 MB
01 Introduction to R and to Data Mining/007 More Input and Output part 1.mp4 63.9 MB
01 Introduction to R and to Data Mining/008 More Input and Output part 2.mp4 72.86 MB
01 Introduction to R and to Data Mining/009 Homework Exercise Execute Second Set of Scripts on your Own.mp4 5.78 MB
02 Association Analysis part 1/001 Introduction to Association Analysis part 1.mp4 17.47 MB
02 Association Analysis part 1/002 Introduction to Association Analysis part 2.mp4 37.77 MB
02 Association Analysis part 1/003 Preparing the Titanic Dataset.mp4 37.74 MB
02 Association Analysis part 1/004 Rule Mining with Titanic Dataset part 1.mp4 43.14 MB
02 Association Analysis part 1/005 Rule Mining with Titanic Dataset part 2.mp4 33.45 MB
02 Association Analysis part 1/006 Interpreting Rules.mp4 36.33 MB
02 Association Analysis part 1/007 Visualizing Association Rules part 1.mp4 60.8 MB
02 Association Analysis part 1/008 Visualizing Association Rules part 2.mp4 42.98 MB
03 Association Analysis Online Radio and Predicting Income/001 Association Rules and Lift Reviewed.mp4 41.02 MB
03 Association Analysis Online Radio and Predicting Income/002 Association Rules Reviewed part 2.mp4 29.72 MB
03 Association Analysis Online Radio and Predicting Income/003 Online Radio Predictor Example part 1.mp4 38.19 MB
03 Association Analysis Online Radio and Predicting Income/004 Online Radio Predictor Example part 2.mp4 70.3 MB
03 Association Analysis Online Radio and Predicting Income/005 Predicting Income Example part 1.mp4 66.61 MB
03 Association Analysis Online Radio and Predicting Income/006 Predicting Income Example part 2.mp4 40.16 MB
03 Association Analysis Online Radio and Predicting Income/007 Predicting Income Example part 3.mp4 53.13 MB
04 Social Network Analysis iGraph Visualizations/001 Introduction to iGraph.mp4 26.74 MB
04 Social Network Analysis iGraph Visualizations/002 iGraph Visualization Examples part 1.mp4 49.28 MB
04 Social Network Analysis iGraph Visualizations/003 iGraph Visualization Examples part 2.mp4 45.08 MB
04 Social Network Analysis iGraph Visualizations/004 iGraph Measurement Examples part 3.mp4 59.7 MB
04 Social Network Analysis iGraph Visualizations/005 iGraph Measurement Examples part 4.mp4 45.08 MB
04 Social Network Analysis iGraph Visualizations/006 iGraph Visualization Examples part 5.mp4 61.31 MB
04 Social Network Analysis iGraph Visualizations/007 iGraph Visualization Examples part 6.mp4 40.99 MB
04 Social Network Analysis iGraph Visualizations/008 iGraph Visualization Examples part 7.mp4 62 MB
05 Social Network Analysis part 2/001 Visual Network Basics Revisited.mp4 21.38 MB
05 Social Network Analysis part 2/002 Visual Network Marriage and Power in 15th Century Florence part 1.mp4 40.38 MB
05 Social Network Analysis part 2/003 Visual Network Marriage and Power in 15th Century Florence part 2.mp4 26.08 MB
05 Social Network Analysis part 2/004 Example Friendship Network part 1.mp4 70.31 MB
05 Social Network Analysis part 2/005 Example Friendship Network part 2.mp4 45.98 MB
05 Social Network Analysis part 2/006 Example Friendship Network part 3.mp4 77.3 MB
06 Text Mining Twitter Data/001 Preprocessing Twitter Data.mp4 32.2 MB
06 Text Mining Twitter Data/002 Transforming Twitter Data.mp4 47.67 MB
06 Text Mining Twitter Data/003 Stemming and Frequency Counts.mp4 69.6 MB
06 Text Mining Twitter Data/004 Building a Text Term Document.mp4 36.45 MB
06 Text Mining Twitter Data/005 Frequent Terms and Associations.mp4 29.55 MB
06 Text Mining Twitter Data/006 Word Cloud and Word Clustering.mp4 41.29 MB
06 Text Mining Twitter Data/007 K-Means and K-Medoids Clustering.mp4 24.69 MB
06 Text Mining Twitter Data/008 Using Lists for Text Processing part 1.mp4 49.13 MB
06 Text Mining Twitter Data/009 Using Lists for Text Processing part 2.mp4 31.67 MB
06 Text Mining Twitter Data/010 Using Lists for Text Processing part 3.mp4 41.97 MB
07 Text String Manipulation/001 Introduction to String Manipulation slides, part 1.mp4 36.72 MB
07 Text String Manipulation/002 Introduction to String Manipulation slides, part 2.mp4 41.17 MB
07 Text String Manipulation/003 Text and String Manipulation Script Demos part 1.mp4 52.6 MB
07 Text String Manipulation/004 Text and String Manipulation Demos part 2.mp4 61.39 MB
07 Text String Manipulation/005 Text and String Manipulation Demos part 3.mp4 66.09 MB
07 Text String Manipulation/006 Text and String Manipulation Demos part 4.mp4 31.31 MB
07 Text String Manipulation/007 Regular Expression Basics slides and script.mp4 57.59 MB
01 Introduction to R and to Data Mining/001 Welcome to More Data Mining with R .mp4 5.29 MB
08 Time Series Data Mining/001 Maine Unemployment Data part 1.mp4 45.84 MB
08 Time Series Data Mining/002 Maine Unemployment Data part 2.mp4 35.34 MB
08 Time Series Data Mining/003 Airline Travel Example.mp4 61.83 MB
08 Time Series Data Mining/004 Electric Consumption in Australia part 1.mp4 31.08 MB
08 Time Series Data Mining/005 Electric Consumption in Australia part 2.mp4 50.5 MB
08 Time Series Data Mining/006 Time Series Clustering part 1.mp4 51.16 MB
08 Time Series Data Mining/007 Time Series Clustering part 2.mp4 47.98 MB
08 Time Series Data Mining/008 Time Series Classification.mp4 80.03 MB
09 Case Study Forecasting House Price Indices in Canberra, Australia/001 Forecasting House Prices Exploring the Data part 1.mp4 60.04 MB
09 Case Study Forecasting House Price Indices in Canberra, Australia/002 Forecasting House Prices Exploring the Data part 2.mp4 61.44 MB
09 Case Study Forecasting House Price Indices in Canberra, Australia/003 Forecast House Prices Use Trend and Seasonal Components.mp4 58.27 MB
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