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LiveLessons - R Programming Fundamentals to Advanced - Printable Version +- Softwarez.Info - Software's World! (https://softwarez.info) +-- Forum: Library Zone (https://softwarez.info/Forum-Library-Zone) +--- Forum: Video Tutorials (https://softwarez.info/Forum-Video-Tutorials) +--- Thread: LiveLessons - R Programming Fundamentals to Advanced (/Thread-LiveLessons-R-Programming-Fundamentals-to-Advanced) |
LiveLessons - R Programming Fundamentals to Advanced - AD-TEAM - 12-16-2024 ![]() 1.57 GB | 18min 50s | mp4 | 960X540 | 16:9 Genre:eLearning |Language:English
Files Included :
FileName :000 Introduction to R Programming LiveLessons.mp4 | Size: (37.49 MB) FileName :001 Learning objectives.mp4 | Size: (5.04 MB) FileName :002 Download and install R.mp4 | Size: (20.45 MB) FileName :003 Work in The R environment.mp4 | Size: (65.04 MB) FileName :004 Install and load packages.mp4 | Size: (25.98 MB) FileName :005 Learning objectives.mp4 | Size: (4.87 MB) FileName :006 Use R as a calculator.mp4 | Size: (8.55 MB) FileName :007 Work with variables.mp4 | Size: (7.84 MB) FileName :008 Understand the different data types.mp4 | Size: (16.77 MB) FileName :009 Store data in vectors.mp4 | Size: (31.43 MB) FileName :010 Call functions.mp4 | Size: (6.69 MB) FileName :011 Learning objectives.mp4 | Size: (4.4 MB) FileName :012 Create and access information in data frames.mp4 | Size: (26.82 MB) FileName :013 Create and access information in lists.mp4 | Size: (17.94 MB) FileName :014 Create and access information in matrices.mp4 | Size: (13.32 MB) FileName :015 Create and access information in arrays.mp4 | Size: (5.07 MB) FileName :016 Learning objectives.mp4 | Size: (4.27 MB) FileName :017 Read a CSV into R.mp4 | Size: (13.91 MB) FileName :018 Understand that Excel is not easily readable into R.mp4 | Size: (5.15 MB) FileName :019 Read from databases.mp4 | Size: (13.35 MB) FileName :020 Read data files from other statistical tools.mp4 | Size: (2.75 MB) FileName :021 Load binary R files.mp4 | Size: (14.97 MB) FileName :022 Load data included with R.mp4 | Size: (9 MB) FileName :023 Scrape data from the web.mp4 | Size: (7.9 MB) FileName :024 Learning objectives.mp4 | Size: (5.12 MB) FileName :025 Find the diamonds data.mp4 | Size: (2.96 MB) FileName :026 Make histograms with base graphics.mp4 | Size: (3.99 MB) FileName :027 Make scatterplots with base graphics.mp4 | Size: (5.22 MB) FileName :028 Make boxplots with base graphics.mp4 | Size: (2.58 MB) FileName :029 Get familiar with ggplot2.mp4 | Size: (3.8 MB) FileName :030 Plot histograms and densities with ggplot2.mp4 | Size: (9.47 MB) FileName :031 Make scatterplots with ggplot2.mp4 | Size: (15.87 MB) FileName :032 Make boxplots and violin plots with ggplot2.mp4 | Size: (14.48 MB) FileName :033 Make line plots.mp4 | Size: (18.38 MB) FileName :034 Create small multiples.mp4 | Size: (15.99 MB) FileName :035 Control colors and shapes.mp4 | Size: (4.89 MB) FileName :036 Add themes to graphs.mp4 | Size: (8.69 MB) FileName :037 Learning objectives.mp4 | Size: (4.86 MB) FileName :038 Write the classic GÇ£Hello, World!GÇ¥ example.mp4 | Size: (4.35 MB) FileName :039 Understand the basics of function arguments.mp4 | Size: (17.05 MB) FileName :040 Return a value from a function.mp4 | Size: (4.73 MB) FileName :041 Gain flexibility with do call.mp4 | Size: (7.01 MB) FileName :042 Use if statements to control program flow.mp4 | Size: (3.68 MB) FileName :043 Stagger if statements with else.mp4 | Size: (10.02 MB) FileName :044 Check multiple statements with switch.mp4 | Size: (7.98 MB) FileName :045 Run checks on entire vectors.mp4 | Size: (7.79 MB) FileName :046 Check compound statements.mp4 | Size: (8.02 MB) FileName :047 Iterate with a for loop.mp4 | Size: (9.61 MB) FileName :048 Iterate with a while loop.mp4 | Size: (2.74 MB) FileName :049 Control loops with break and next.mp4 | Size: (3.86 MB) FileName :050 Learning objectives.mp4 | Size: (5.33 MB) FileName :051 Repeat an operation on a matrix using apply.mp4 | Size: (8.18 MB) FileName :052 Repeat an operation on a list.mp4 | Size: (5.09 MB) FileName :053 The mapply.mp4 | Size: (8.44 MB) FileName :054 The aggregate function.mp4 | Size: (13.35 MB) FileName :055 The plyr package.mp4 | Size: (33.15 MB) FileName :056 Combine datasets.mp4 | Size: (10.17 MB) FileName :057 Join datasets.mp4 | Size: (12.79 MB) FileName :058 Switch storage paradigms.mp4 | Size: (10.98 MB) FileName :059 Learning objectives.mp4 | Size: (3.75 MB) FileName :060 Combine strings together.mp4 | Size: (14.12 MB) FileName :061 Extract text.mp4 | Size: (63.7 MB) FileName :062 Learning objectives.mp4 | Size: (3.74 MB) FileName :063 Draw numbers from probability distributions.mp4 | Size: (44.69 MB) FileName :064 Calculate averages, standard deviations and correlations.mp4 | Size: (36.95 MB) FileName :065 Compare samples with t-tests and analysis of variance.mp4 | Size: (37.72 MB) FileName :066 Learning objectives.mp4 | Size: (4.72 MB) FileName :067 Fit simple linear models.mp4 | Size: (20.95 MB) FileName :068 Explore the data.mp4 | Size: (44.96 MB) FileName :069 Fit multiple regression models.mp4 | Size: (46.27 MB) FileName :070 Fit logistic regression.mp4 | Size: (27.37 MB) FileName :071 Fit Poisson regression.mp4 | Size: (20.88 MB) FileName :072 Analyze survival data.mp4 | Size: (34.35 MB) FileName :073 Assess model quality with residuals.mp4 | Size: (25.59 MB) FileName :074 Compare models.mp4 | Size: (21.01 MB) FileName :075 Judge accuracy using cross-validation.mp4 | Size: (16.83 MB) FileName :076 Estimate uncertainty with the bootstrap.mp4 | Size: (13.73 MB) FileName :077 Choose variables using stepwise selection.mp4 | Size: (8.96 MB) FileName :105 Summary of R Programming LiveLessons.mp4 | Size: (12.97 MB) FileName :078 Learning objectives.mp4 | Size: (4.83 MB) FileName :079 Select variables and improve predictions with the elastic net.mp4 | Size: (38.55 MB) FileName :080 Decrease uncertainty with weakly informative priors.mp4 | Size: (29.98 MB) FileName :081 Fit nonlinear least squares.mp4 | Size: (18.96 MB) FileName :082 Splines.mp4 | Size: (21.69 MB) FileName :083 GAMs.mp4 | Size: (17.92 MB) FileName :084 Fit decision trees to make a random forest.mp4 | Size: (14.19 MB) FileName :085 Learning objectives.mp4 | Size: (3.85 MB) FileName :086 Understand ACF and PACF.mp4 | Size: (22.46 MB) FileName :087 Fit and assess ARIMA models.mp4 | Size: (12.18 MB) FileName :088 Use VAR for multivariate time series.mp4 | Size: (30.84 MB) FileName :089 Use GARCH for better volatility modeling.mp4 | Size: (35.71 MB) FileName :090 Learning objectives.mp4 | Size: (3.74 MB) FileName :091 Partition data with K-means.mp4 | Size: (37.61 MB) FileName :092 Robustly cluster, even with categorical data, with PAM.mp4 | Size: (6.97 MB) FileName :093 Perform hierarchical clustering.mp4 | Size: (21.37 MB) FileName :094 Learning objectives.mp4 | Size: (5.15 MB) FileName :095 Understand the basics of LaTeX.mp4 | Size: (18.25 MB) FileName :096 Weave R code into LaTeX using knitr.mp4 | Size: (20.25 MB) FileName :097 Understand the basics of Markdown.mp4 | Size: (6.35 MB) FileName :098 Weave R code into Markdown using knitr.mp4 | Size: (7.23 MB) FileName :099 Use pandoc to convert from Markdown to HTML5 slideshow.mp4 | Size: (14.01 MB) FileName :100 Learning objectives.mp4 | Size: (4.04 MB) FileName :101 Understand the folder structure and files in a package.mp4 | Size: (19.15 MB) FileName :102 Write and document functions.mp4 | Size: (31.7 MB) FileName :103 Check and build a package.mp4 | Size: (10.92 MB) FileName :104 Submit a package to CRAN.mp4 | Size: (2.98 MB)] Screenshot ![]()
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