informit.com (LiveLessons) - R Programming_ Fundamentals to Advanced ® vampiri6ka torrent, magnet, bt

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informit.com (LiveLessons) - R Programming_ Fundamentals to Advanced ® vampiri6ka

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informit com LiveLessons Programming Fundamentals to Advanced ®vampiri6ka

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File Name

Size

01 Getting Started with R/003 Work in The R environment.mp4

65.04MB

08 Manipulating Strings/061 Extract text.mp4

63.7MB

10 Linear Models/069 Fit multiple regression models.mp4

46.27MB

10 Linear Models/068 Explore the data.mp4

44.96MB

09 Basic Statistics/063 Draw numbers from probability distributions.mp4

44.69MB

11 Other Models/079 Select variables and improve predictions with the elastic net.mp4

38.55MB

09 Basic Statistics/065 Compare samples with t-tests and analysis of variance.mp4

37.72MB

13 Clustering/091 Partition data with K-means.mp4

37.61MB

000 Introduction to R Programming LiveLessons.mp4

37.49MB

09 Basic Statistics/064 Calculate averages, standard deviations and correlations.mp4

36.95MB

12 Time Series/089 Use GARCH for better volatility modeling.mp4

35.71MB

10 Linear Models/072 Analyze survival data.mp4

34.35MB

07 Data Munging/055 The plyr package.mp4

33.15MB

15 Package Building/102 Write and document functions.mp4

31.7MB

02 The Basic Building Blocks in R/009 Store data in vectors.mp4

31.43MB

12 Time Series/088 Use VAR for multivariate time series.mp4

30.84MB

11 Other Models/080 Decrease uncertainty with weakly informative priors.mp4

29.98MB

10 Linear Models/070 Fit logistic regression.mp4

27.37MB

03 Advanced Data Structures in R/012 Create and access information in data.frames.mp4

26.82MB

01 Getting Started with R/004 Install and load packages.mp4

25.98MB

10 Linear Models/073 Assess model quality with residuals.mp4

25.59MB

12 Time Series/086 Understand ACF and PACF.mp4

22.46MB

11 Other Models/082 Splines.mp4

21.69MB

13 Clustering/093 Perform hierarchical clustering.mp4

21.37MB

10 Linear Models/074 Compare models.mp4

21.01MB

10 Linear Models/067 Fit simple linear models.mp4

20.95MB

10 Linear Models/071 Fit Poisson regression.mp4

20.88MB

01 Getting Started with R/002 Download and install R.mp4

20.45MB

14 Reports and Slideshows with knitr/096 Weave R code into LaTeX using knitr.mp4

20.25MB

15 Package Building/101 Understand the folder structure and files in a package.mp4

19.15MB

11 Other Models/081 Fit nonlinear least squares.mp4

18.96MB

05 Making Statistical Graphs/033 Make line plots.mp4

18.38MB

14 Reports and Slideshows with knitr/095 Understand the basics of LaTeX.mp4

18.25MB

03 Advanced Data Structures in R/013 Create and access information in lists.mp4

17.94MB

11 Other Models/083 GAMs.mp4

17.92MB

06 Basics of Programming/039 Understand the basics of function arguments.mp4

17.05MB

10 Linear Models/075 Judge accuracy using cross-validation.mp4

16.83MB

02 The Basic Building Blocks in R/008 Understand the different data types.mp4

16.77MB

05 Making Statistical Graphs/034 Create small multiples.mp4

15.99MB

05 Making Statistical Graphs/031 Make scatterplots with ggplot2.mp4

15.87MB

04 Reading Data into R/021 Load binary R files.mp4

14.97MB

05 Making Statistical Graphs/032 Make boxplots and violin plots with ggplot2.mp4

14.48MB

11 Other Models/084 Fit decision trees to make a random forest.mp4

14.19MB

08 Manipulating Strings/060 Combine strings together.mp4

14.12MB

14 Reports and Slideshows with knitr/099 Use pandoc to convert from Markdown to HTML5 slideshow.mp4

14.01MB

04 Reading Data into R/017 Read a CSV into R.mp4

13.91MB

10 Linear Models/076 Estimate uncertainty with the bootstrap.mp4

13.73MB

07 Data Munging/054 The aggregate function.mp4

13.35MB

04 Reading Data into R/019 Read from databases.mp4

13.35MB

03 Advanced Data Structures in R/014 Create and access information in matrices.mp4

13.32MB

105 Summary of R Programming LiveLessons.mp4

12.97MB

07 Data Munging/057 Join datasets.mp4

12.79MB

12 Time Series/087 Fit and assess ARIMA models.mp4

12.18MB

07 Data Munging/058 Switch storage paradigms.mp4

10.98MB

15 Package Building/103 Check and build a package.mp4

10.92MB

07 Data Munging/056 Combine datasets.mp4

10.17MB

06 Basics of Programming/043 Stagger if statements with else.mp4

10.02MB

06 Basics of Programming/047 Iterate with a for loop.mp4

9.61MB

05 Making Statistical Graphs/030 Plot histograms and densities with ggplot2.mp4

9.47MB

04 Reading Data into R/022 Load data included with R.mp4

9MB

10 Linear Models/077 Choose variables using stepwise selection.mp4

8.96MB

05 Making Statistical Graphs/036 Add themes to graphs.mp4

8.69MB

02 The Basic Building Blocks in R/006 Use R as a calculator.mp4

8.55MB

07 Data Munging/053 The mapply.mp4

8.44MB

07 Data Munging/051 Repeat an operation on a matrix using apply.mp4

8.18MB

06 Basics of Programming/046 Check compound statements.mp4

8.02MB

06 Basics of Programming/044 Check multiple statements with switch.mp4

7.98MB

04 Reading Data into R/023 Scrape data from the web.mp4

7.9MB

02 The Basic Building Blocks in R/007 Work with variables.mp4

7.84MB

06 Basics of Programming/045 Run checks on entire vectors.mp4

7.79MB

14 Reports and Slideshows with knitr/098 Weave R code into Markdown using knitr.mp4

7.23MB

06 Basics of Programming/041 Gain flexibility with do.call.mp4

7.01MB

13 Clustering/092 Robustly cluster, even with categorical data, with PAM.mp4

6.97MB

02 The Basic Building Blocks in R/010 Call functions.mp4

6.69MB

14 Reports and Slideshows with knitr/097 Understand the basics of Markdown.mp4

6.35MB

07 Data Munging/050 Learning objectives.mp4

5.33MB

05 Making Statistical Graphs/027 Make scatterplots with base graphics.mp4

5.22MB

14 Reports and Slideshows with knitr/094 Learning objectives.mp4

5.15MB

04 Reading Data into R/018 Understand that Excel is not easily readable into R.mp4

5.15MB

05 Making Statistical Graphs/024 Learning objectives.mp4

5.12MB

07 Data Munging/052 Repeat an operation on a list.mp4

5.09MB

03 Advanced Data Structures in R/015 Create and access information in arrays.mp4

5.07MB

01 Getting Started with R/001 Learning objectives.mp4

5.04MB

05 Making Statistical Graphs/035 Control colors and shapes.mp4

4.89MB

02 The Basic Building Blocks in R/005 Learning objectives.mp4

4.87MB

06 Basics of Programming/037 Learning objectives.mp4

4.86MB

11 Other Models/078 Learning objectives.mp4

4.83MB

06 Basics of Programming/040 Return a value from a function.mp4

4.73MB

10 Linear Models/066 Learning objectives.mp4

4.72MB

03 Advanced Data Structures in R/011 Learning objectives.mp4

4.4MB

06 Basics of Programming/038 Write the classic GÇ£Hello, World!GÇ¥ example.mp4

4.35MB

04 Reading Data into R/016 Learning objectives.mp4

4.27MB

15 Package Building/100 Learning objectives.mp4

4.04MB

05 Making Statistical Graphs/026 Make histograms with base graphics.mp4

3.99MB

06 Basics of Programming/049 Control loops with break and next.mp4

3.86MB

12 Time Series/085 Learning objectives.mp4

3.85MB

05 Making Statistical Graphs/029 Get familiar with ggplot2.mp4

3.8MB

08 Manipulating Strings/059 Learning objectives.mp4

3.75MB

09 Basic Statistics/062 Learning objectives.mp4

3.74MB

13 Clustering/090 Learning objectives.mp4

3.74MB

06 Basics of Programming/042 Use if statements to control program flow.mp4

3.68MB

15 Package Building/104 Submit a package to CRAN.mp4

2.98MB

05 Making Statistical Graphs/025 Find the diamonds data.mp4

2.96MB

04 Reading Data into R/020 Read data files from other statistical tools.mp4

2.75MB

06 Basics of Programming/048 Iterate with a while loop.mp4

2.74MB

05 Making Statistical Graphs/028 Make boxplots with base graphics.mp4

2.58MB

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