[LinkedIn] Complete Guide to R Wrangling, Visualizing, and Modeling Data

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name:	[LinkedIn] Complete Guide to R Wrangling, Visualizing, and Modeling Data
说明: Request a Course: docs.google.com/forms Official Course URL: linkedin.com/learning/complete-guide-to-r-wrangling-visualizing-and-modeling-data Course Overview: Dive into the advanced functionalities of R with Complete Guide to R: Wrangling, Visualizing, and Modeling Data. This course, led by data analytics expert Barton Poulson, provides a deep dive into the crucial techniques of data wrangling, visualization, and modeling with R. Ideal for intermediate learners looking to enhance their skills, the course offers hands-on examples and detailed instruction. What You'll Learn: - Data Wrangling: Master the import, cleansing, and conversion of data for detailed analysis. - Data Visualization: Create impactful visualizations like bar charts, histograms, and scatterplots. - Data Transformation: Efficiently handle categorical, qualitative, and outlier data to meet research needs. - Modeling Techniques: Develop and apply statistical models to interpret complex datasets. Course Benefits: - Expert Instruction: Learn from Barton Poulson, a seasoned expert in data analytics. - Comprehensive Content: Gain thorough insights with 70 detailed lessons. - Practical Experience: Engage in exercises that reinforce data manipulation and analysis skills. - Resource Access: Utilize R and RStudio to their fullest potential with guided navigation and examples. Total Hours of Course: 8 hours 15 minutes Course Size: 854.3 MB Subtitles: English, Persian Who is this course for? Ideal for those with a foundational knowledge of R programming, looking to advance in data wrangling, visualization, and modeling to enhance their analytical skills in various research or industry applications.
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类别:	Tutorials
语言:	English
总大小:	854.34 MB
哈希信息:	264E78459680CA3C9EA6765D2C8184FCC5853567
增加:	SunRiseZone
加入的日期:	2024-11-30 23:08:29
洪流地位:	Torrent Verified

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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/05_10_FilterCases.R	1.95 kB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/06_02_RecodeQuantitativeData.R	2.39 kB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/06_04_CountScores.R	2.26 kB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/07_01_CaseStudy.R	8.26 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/08_01_Frequencies.R	1.84 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/08_02_Descriptives.R	2.19 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/08_03_Correlations.R	2.02 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/08_04_ContingencyTables.R	2.23 kB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/09_01_Proportions.R	2.50 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/09_02_OneSamplet.R	1.80 kB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/10_02_LassoRegression.R	3.02 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/10_03_QuantileRegression.R	2.49 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/10_04_LogisticRegression.R	3.84 kB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/11_02_kMeansClustering.R	2.79 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/11_03_kNN.R	2.87 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/11_04_DecisionTrees.R	2.72 kB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/Complete-Guide-to-R-README.txt	1,015.00 B
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/b5.csv	1.82 MB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/b5_df.csv	584.87 kB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/b5_df_jamovi.omv	4.11 MB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/big5.csv	2.22 MB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/MobileDataSource.txt	74.00 B
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/MobileOS_US.csv	10.88 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/MobileOS_US.xlsx	21.25 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/ScaleData.xlsx	2.45 MB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/StateData-Code-Book.txt	3.79 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/StateData.csv	7.17 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/StateData.rdata	2.63 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/StateData.rds	348.00 B
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/StateData.xlsx	18.72 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/StateData2.rds	1.07 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/winequality-red.csv	83.73 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/XMLdata.xml	286.32 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/output/barchart.pdf	4.42 kB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/output/barchart.png	62.13 kB

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