[LinkedIn] Complete Guide to R: Wrangling, Visualizing, and Model...

Category Other
Type Tutorials
Language English
Total size 854.3 MB
Uploaded By SunRiseZone

Downloads 589
Last checked 1 day ago
Date uploaded 1 year ago
Seeders 20
Leechers 30

Infohash : 264E78459680CA3C9EA6765D2C8184FCC5853567

📝 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.

                Files: 

                Complete Guide to R - Wrangling, Visualizing, and Modeling Data
001-Make-your-data-make-sense-yPdL-english-onehack.us.srt (1.6 KB)
001-Make-your-data-make-sense-yPdL-onehack.us.mp4 (10.9 MB)
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004-Data-science-with-R-A-case-study-cGfr-persian-onehack.us.srt (30.0 KB)
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08_06_ItemAnalysis.R (5.0 KB)
08_07_CFA.R (1.9 KB)
09_01_Proportions.R (2.5 KB)
09_02_OneSamplet.R (1.8 KB)
09_03_PairedSamplest.R (3.0 KB)
09_04_IndependentSamplest.R (2.7 KB)
09_05_OneFactorANOVA.R (3.1 KB)
09_06_FactorialANOVA.R (2.2 KB)
10_01_LinearRegression.R (3.2 KB)
10_02_LassoRegression.R (3.0 KB)
10_03_QuantileRegression.R (2.5 KB)
10_04_LogisticRegression.R (3.8 KB)
10_05_PoissonRegression.R (1.9 KB)
10_06_BlockedEntry.R (2.9 KB)
11_01_HierarchicalClustering.R (3.1 KB)
11_02_kMeansClustering.R (2.8 KB)
11_03_kNN.R (2.9 KB)
11_04_DecisionTrees.R (2.7 KB)
11_05_RandomForests.R (3.4 KB)
dataMobileDataSource.txt (0.1 KB)
MobileOS_US.csv (10.9 KB)
MobileOS_US.xlsx (21.2 KB)
ScaleData.xlsx (2.4 MB)
StateData-Code-Book.txt (3.8 KB)
StateData.csv (7.2 KB)
StateData.rdata (2.6 KB)
StateData.rds (0.3 KB)
StateData.xlsx (18.7 KB)
StateData2.rds (1.1 KB)
XMLdata.xml (286.3 KB)
b5-and-big5-Code-Book.txt (4.4 KB)
b5.csv (1.8 MB)
b5_df.csv (584.9 KB)
b5_df.rds (135.9 KB)
b5_df_jamovi.omv (4.1 MB)
big5.csv (2.2 MB)
winequality-red.csv (83.7 KB)
outputbarchart.pdf (4.4 KB)
barchart.png (62.1 KB)
📝-Request-a-Course-👉.txt (0.3 KB)

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