LiveLessons - R Programming: Fundamentals to Advanced
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LiveLessons - R Programming: Fundamentals to Advanced
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Torrent File Content (106 files)
LiveLessons - R Programming: Fundamentals to Advanced
05 Making Statistical Graphs
034 Create small multiples.mp4 -
05 Making Statistical Graphs
034 Create small multiples.mp4 -
15.99 MB
026 Make histograms with base graphics.mp4 -
3.99 MB
036 Add themes to graphs.mp4 -
8.69 MB
035 Control colors and shapes.mp4 -
4.89 MB
028 Make boxplots with base graphics.mp4 -
2.58 MB
029 Get familiar with ggplot2.mp4 -
3.8 MB
032 Make boxplots and violin plots with ggplot2.mp4 -
14.48 MB
025 Find the diamonds data.mp4 -
2.96 MB
033 Make line plots.mp4 -
18.38 MB
031 Make scatterplots with ggplot2.mp4 -
15.87 MB
024 Learning objectives.mp4 -
5.12 MB
030 Plot histograms and densities with ggplot2.mp4 -
9.47 MB
027 Make scatterplots with base graphics.mp4 -
5.22 MB
02 The Basic Building Blocks in R
010 Call functions.mp4 -
010 Call functions.mp4 -
6.69 MB
008 Understand the different data types.mp4 -
16.77 MB
009 Store data in vectors.mp4 -
31.43 MB
007 Work with variables.mp4 -
7.84 MB
006 Use R as a calculator.mp4 -
8.55 MB
005 Learning objectives.mp4 -
4.87 MB
13 Clustering
090 Learning objectives.mp4 -
090 Learning objectives.mp4 -
3.74 MB
091 Partition data with K-means.mp4 -
37.61 MB
093 Perform hierarchical clustering.mp4 -
21.37 MB
092 Robustly cluster, even with categorical data, with PAM.mp4 -
6.97 MB
04 Reading Data into R
020 Read data files from other statistical tools.mp4 -
020 Read data files from other statistical tools.mp4 -
2.75 MB
022 Load data included with R.mp4 -
9 MB
021 Load binary R files.mp4 -
14.97 MB
019 Read from databases.mp4 -
13.35 MB
018 Understand that Excel is not easily readable into R.mp4 -
5.15 MB
017 Read a CSV into R.mp4 -
13.91 MB
016 Learning objectives.mp4 -
4.27 MB
023 Scrape data from the web.mp4 -
7.9 MB
03 Advanced Data Structures in R
014 Create and access information in matrices.mp4 -
014 Create and access information in matrices.mp4 -
13.32 MB
012 Create and access information in data.frames.mp4 -
26.82 MB
013 Create and access information in lists.mp4 -
17.94 MB
011 Learning objectives.mp4 -
4.4 MB
015 Create and access information in arrays.mp4 -
5.07 MB
10 Linear Models
077 Choose variables using stepwise selection.mp4 -
077 Choose variables using stepwise selection.mp4 -
8.96 MB
067 Fit simple linear models.mp4 -
20.95 MB
070 Fit logistic regression.mp4 -
27.37 MB
074 Compare models.mp4 -
21.01 MB
073 Assess model quality with residuals.mp4 -
25.59 MB
076 Estimate uncertainty with the bootstrap.mp4 -
13.73 MB
068 Explore the data.mp4 -
44.96 MB
072 Analyze survival data.mp4 -
34.35 MB
075 Judge accuracy using cross-validation.mp4 -
16.83 MB
066 Learning objectives.mp4 -
4.72 MB
069 Fit multiple regression models.mp4 -
46.27 MB
071 Fit Poisson regression.mp4 -
20.88 MB
06 Basics of Programming
037 Learning objectives.mp4 -
037 Learning objectives.mp4 -
4.86 MB
043 Stagger if statements with else.mp4 -
10.02 MB
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