More Data Mining With R

1. 07 Text String Manipulation/008 More Advanced Regular Expression Capabilities slides and script.mp487.71MB
2. 01 Introduction to R and to Data Mining/002 Course Preliminaries.mp431.27MB
3. 01 Introduction to R and to Data Mining/003 Data Input and Output part 1.mp452.31MB
4. 01 Introduction to R and to Data Mining/004 Data Input and Output part 2.mp474.14MB
5. 01 Introduction to R and to Data Mining/005 More R Scripting and Visualizations part 1.mp459.69MB
6. 01 Introduction to R and to Data Mining/006 More R Scripting and Visualizations part 2.mp428.95MB
7. 01 Introduction to R and to Data Mining/007 More Input and Output part 1.mp463.9MB
8. 01 Introduction to R and to Data Mining/008 More Input and Output part 2.mp472.86MB
9. 01 Introduction to R and to Data Mining/009 Homework Exercise Execute Second Set of Scripts on your Own.mp45.78MB
10. 02 Association Analysis part 1/001 Introduction to Association Analysis part 1.mp417.47MB
11. 02 Association Analysis part 1/002 Introduction to Association Analysis part 2.mp437.77MB
12. 02 Association Analysis part 1/003 Preparing the Titanic Dataset.mp437.74MB
13. 02 Association Analysis part 1/004 Rule Mining with Titanic Dataset part 1.mp443.14MB
14. 02 Association Analysis part 1/005 Rule Mining with Titanic Dataset part 2.mp433.45MB
15. 02 Association Analysis part 1/006 Interpreting Rules.mp436.33MB
16. 02 Association Analysis part 1/007 Visualizing Association Rules part 1.mp460.8MB
17. 02 Association Analysis part 1/008 Visualizing Association Rules part 2.mp442.98MB
18. 03 Association Analysis Online Radio and Predicting Income/001 Association Rules and Lift Reviewed.mp441.02MB
19. 03 Association Analysis Online Radio and Predicting Income/002 Association Rules Reviewed part 2.mp429.72MB
20. 03 Association Analysis Online Radio and Predicting Income/003 Online Radio Predictor Example part 1.mp438.19MB
21. 03 Association Analysis Online Radio and Predicting Income/004 Online Radio Predictor Example part 2.mp470.3MB
22. 03 Association Analysis Online Radio and Predicting Income/005 Predicting Income Example part 1.mp466.61MB
23. 03 Association Analysis Online Radio and Predicting Income/006 Predicting Income Example part 2.mp440.16MB
24. 03 Association Analysis Online Radio and Predicting Income/007 Predicting Income Example part 3.mp453.13MB
25. 04 Social Network Analysis iGraph Visualizations/001 Introduction to iGraph.mp426.74MB
26. 04 Social Network Analysis iGraph Visualizations/002 iGraph Visualization Examples part 1.mp449.28MB
27. 04 Social Network Analysis iGraph Visualizations/003 iGraph Visualization Examples part 2.mp445.08MB
28. 04 Social Network Analysis iGraph Visualizations/004 iGraph Measurement Examples part 3.mp459.7MB
29. 04 Social Network Analysis iGraph Visualizations/005 iGraph Measurement Examples part 4.mp445.08MB
30. 04 Social Network Analysis iGraph Visualizations/006 iGraph Visualization Examples part 5.mp461.31MB
31. 04 Social Network Analysis iGraph Visualizations/007 iGraph Visualization Examples part 6.mp440.99MB
32. 04 Social Network Analysis iGraph Visualizations/008 iGraph Visualization Examples part 7.mp462MB
33. 05 Social Network Analysis part 2/001 Visual Network Basics Revisited.mp421.38MB
34. 05 Social Network Analysis part 2/002 Visual Network Marriage and Power in 15th Century Florence part 1.mp440.38MB
35. 05 Social Network Analysis part 2/003 Visual Network Marriage and Power in 15th Century Florence part 2.mp426.08MB
36. 05 Social Network Analysis part 2/004 Example Friendship Network part 1.mp470.31MB
37. 05 Social Network Analysis part 2/005 Example Friendship Network part 2.mp445.98MB
38. 05 Social Network Analysis part 2/006 Example Friendship Network part 3.mp477.3MB
39. 06 Text Mining Twitter Data/001 Preprocessing Twitter Data.mp432.2MB
40. 06 Text Mining Twitter Data/002 Transforming Twitter Data.mp447.67MB
41. 06 Text Mining Twitter Data/003 Stemming and Frequency Counts.mp469.6MB
42. 06 Text Mining Twitter Data/004 Building a Text Term Document.mp436.45MB
43. 06 Text Mining Twitter Data/005 Frequent Terms and Associations.mp429.55MB
44. 06 Text Mining Twitter Data/006 Word Cloud and Word Clustering.mp441.29MB
45. 06 Text Mining Twitter Data/007 K-Means and K-Medoids Clustering.mp424.69MB
46. 06 Text Mining Twitter Data/008 Using Lists for Text Processing part 1.mp449.13MB
47. 06 Text Mining Twitter Data/009 Using Lists for Text Processing part 2.mp431.67MB
48. 06 Text Mining Twitter Data/010 Using Lists for Text Processing part 3.mp441.97MB
49. 07 Text String Manipulation/001 Introduction to String Manipulation slides, part 1.mp436.72MB
50. 07 Text String Manipulation/002 Introduction to String Manipulation slides, part 2.mp441.17MB
51. 07 Text String Manipulation/003 Text and String Manipulation Script Demos part 1.mp452.6MB
52. 07 Text String Manipulation/004 Text and String Manipulation Demos part 2.mp461.39MB
53. 07 Text String Manipulation/005 Text and String Manipulation Demos part 3.mp466.09MB
54. 07 Text String Manipulation/006 Text and String Manipulation Demos part 4.mp431.31MB
55. 07 Text String Manipulation/007 Regular Expression Basics slides and script.mp457.59MB
56. 01 Introduction to R and to Data Mining/001 Welcome to More Data Mining with R .mp45.29MB
57. 08 Time Series Data Mining/001 Maine Unemployment Data part 1.mp445.84MB
58. 08 Time Series Data Mining/002 Maine Unemployment Data part 2.mp435.34MB
59. 08 Time Series Data Mining/003 Airline Travel Example.mp461.83MB
60. 08 Time Series Data Mining/004 Electric Consumption in Australia part 1.mp431.08MB
61. 08 Time Series Data Mining/005 Electric Consumption in Australia part 2.mp450.5MB
62. 08 Time Series Data Mining/006 Time Series Clustering part 1.mp451.16MB
63. 08 Time Series Data Mining/007 Time Series Clustering part 2.mp447.98MB
64. 08 Time Series Data Mining/008 Time Series Classification.mp480.03MB
65. 09 Case Study Forecasting House Price Indices in Canberra, Australia/001 Forecasting House Prices Exploring the Data part 1.mp460.04MB
66. 09 Case Study Forecasting House Price Indices in Canberra, Australia/002 Forecasting House Prices Exploring the Data part 2.mp461.44MB
67. 09 Case Study Forecasting House Price Indices in Canberra, Australia/003 Forecast House Prices Use Trend and Seasonal Components.mp458.27MB