R Programming LiveLessons (Video Training) Fundamentals to Advanced

1. 01 Getting Started with R/003 Work in The R environment.mp4 66.61 MB
2. 08 Manipulating Strings/061 Extract text.mp4 65.23 MB
3. 10 Linear Models/069 Fit multiple regression models.mp4 47.38 MB
4. 10 Linear Models/068 Explore the data.mp4 46.04 MB
5. 09 Basic Statistics/063 Draw numbers from probability distributions.mp4 45.76 MB
6. 11 Other Models/079 Select variables and improve predictions with the elastic net.mp4 39.47 MB
7. 09 Basic Statistics/065 Compare samples with t-tests and analysis of variance.mp4 38.62 MB
8. 13 Clustering/091 Partition data with K-means.mp4 38.51 MB
9. 000 Introduction to R Programming LiveLessons.mp4 38.39 MB
10. 09 Basic Statistics/064 Calculate averages, standard deviations and correlations.mp4 37.84 MB
11. 12 Time Series/089 Use GARCH for better volatility modeling.mp4 36.57 MB
12. 10 Linear Models/072 Analyze survival data.mp4 35.18 MB
13. 07 Data Munging/055 The plyr package.mp4 33.95 MB
14. 15 Package Building/102 Write and document functions.mp4 32.46 MB
15. 02 The Basic Building Blocks in R/009 Store data in vectors.mp4 32.19 MB
16. 12 Time Series/088 Use VAR for multivariate time series.mp4 31.58 MB
17. 11 Other Models/080 Decrease uncertainty with weakly informative priors.mp4 30.70 MB
18. 10 Linear Models/070 Fit logistic regression.mp4 28.03 MB
19. 03 Advanced Data Structures in R/012 Create and access information in data.frames.mp4 27.47 MB
20. 01 Getting Started with R/004 Install and load packages.mp4 26.60 MB
21. 10 Linear Models/073 Assess model quality with residuals.mp4 26.20 MB
22. 12 Time Series/086 Understand ACF and PACF.mp4 23.00 MB
23. 11 Other Models/082 Splines.mp4 22.21 MB
24. 13 Clustering/093 Perform hierarchical clustering.mp4 21.88 MB
25. 10 Linear Models/074 Compare models.mp4 21.52 MB
26. 10 Linear Models/067 Fit simple linear models.mp4 21.46 MB
27. 10 Linear Models/071 Fit Poisson regression.mp4 21.38 MB
28. 01 Getting Started with R/002 Download and install R.mp4 20.94 MB
29. 14 Reports and Slideshows with knitr/096 Weave R code into LaTeX using knitr.mp4 20.74 MB
30. 15 Package Building/101 Understand the folder structure and files in a package.mp4 19.60 MB
31. 11 Other Models/081 Fit nonlinear least squares.mp4 19.42 MB
32. 05 Making Statistical Graphs/033 Make line plots.mp4 18.82 MB
33. 14 Reports and Slideshows with knitr/095 Understand the basics of LaTeX.mp4 18.68 MB
34. 03 Advanced Data Structures in R/013 Create and access information in lists.mp4 18.37 MB
35. 11 Other Models/083 GAMs.mp4 18.35 MB
36. 06 Basics of Programming/039 Understand the basics of function arguments.mp4 17.46 MB
37. 10 Linear Models/075 Judge accuracy using cross-validation.mp4 17.23 MB
38. 02 The Basic Building Blocks in R/008 Understand the different data types.mp4 17.18 MB
39. 05 Making Statistical Graphs/034 Create small multiples.mp4 16.38 MB
40. 05 Making Statistical Graphs/031 Make scatterplots with ggplot2.mp4 16.25 MB
41. 04 Reading Data into R/021 Load binary R files.mp4 15.33 MB
42. 05 Making Statistical Graphs/032 Make boxplots and violin plots with ggplot2.mp4 14.82 MB
43. 11 Other Models/084 Fit decision trees to make a random forest.mp4 14.53 MB
44. 08 Manipulating Strings/060 Combine strings together.mp4 14.46 MB
45. 14 Reports and Slideshows with knitr/099 Use pandoc to convert from Markdown to HTML5 slideshow.mp4 14.34 MB
46. 04 Reading Data into R/017 Read a CSV into R.mp4 14.24 MB
47. 10 Linear Models/076 Estimate uncertainty with the bootstrap.mp4 14.06 MB
48. 07 Data Munging/054 The aggregate function.mp4 13.67 MB
49. 04 Reading Data into R/019 Read from databases.mp4 13.67 MB
50. 03 Advanced Data Structures in R/014 Create and access information in matrices.mp4 13.64 MB