Curriculum
- 2 Sections
- 61 Lessons
- Lifetime
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- R Programming Basics14
- 2.1Run Your First Program on Windows11 Minutes
- 2.2Basic Arithmetic Operations11 Minutes
- 2.3Common Operations on Vectors
- 2.4Matrices in R32 Minutes
- 2.5Installing R Studio7 Minutes
- 2.6Importing CSV and Tab Delimited Text Data Set in R14 Minutes
- 2.7Importing Excel Dataset into RStudio15 Minutes
- 2.8Creating Data Frame for Datasets5 Minutes
- 2.9Exporting Data From R in CSV, Text Formats6 Minutes
- 2.10Importing, Checking, and Working with Data13 Minutes
- 2.11Importing Google Form’s Dataset into Rstudio4 Minutes
- 2.12Working with Data and Variables in R9 Minutes
- 2.13Subsetting Data Using Square Brackets11 Minutes
- 2.14Logic Statements (TRUE & FALSE)10 Minutes
- R Programming Live Discussions47
- 3.0Introduction to R & RStudio (Part-I)85 Minutes
- 3.1Introduction to R & RStudio (Part-II)72 Minutes
- 3.2Descriptive Statistics Using R (Part-I)41 Minutes
- 3.3Vectors in R90 Minutes
- 3.4Factors and Lists in R80 Minutes
- 3.5Matrix and Data Frames in R81 Minutes
- 3.6Scatter Plot in R (Part-I)66 Minutes
- 3.7Scatter Plot in R (Part-II)49 Minutes
- 3.8Scatter Plot in R (Part-III)78 Minutes
- 3.9Histogram and Box Plot60 Minutes
- 3.10Pearson’s Correlation (Part-I)88 Minutes
- 3.11Pearson’s Correlation (Part-II)100 Minutes
- 3.12Normality Testing in R (Part-I)70 Minutes
- 3.13Spearman’s Correlation in R67 Minutes
- 3.14Chi-Square Test in R (Part-I)53 Minutes
- 3.15Chi-Square Test in R (Part-II)81 Minutes
- 3.16Independent Samples T-Test in R (Part-I)61 Minutes
- 3.17Independent Samples T-Test in R (Part-II)60 Minutes
- 3.18Paired Samples T-Test in R63 Minutes
- 3.19Mann-Whitney and Wilcoxon Test in R40 Minutes
- 3.20One-Way ANOVA Test in R66 Minutes
- 3.21Kruskal-Wallis H Test in R80 Minutes
- 3.22Two-way ANOVA Test in R74 Minutes
- 3.23Data Preprocessing with R (Part-I)110 Minutes
- 3.24Data Preprocessing with R (Part-II)100 Minutes
- 3.25Data Preprocessing with R (Part-III)79 Minutes
- 3.26Simple Linear Regression in R (Part-I)84 Minutes
- 3.27Simple Linear Regression in R (Part-II)88 Minutes
- 3.28Simple Linear Regression in R (Part-III)108 Minutes
- 3.29Multiple Linear Regression in R (Part-I)77 Minutes
- 3.30Multiple Linear Regression in R (Part-II)96 Minutes
- 3.31Multiple Linear Regression in R (Part-III)100 Minutes
- 3.32Multiple Linear Regression in R (Part-IV)75 Minutes
- 3.33Polynomial Regression in R (Part-I)60 Minutes
- 3.34Polynomial Regression in R (Part-II)77 Minutes
- 3.35Support Vector Regression in R (Part-I)88 Minutes
- 3.36Support Vector Regression in R (Part-II)54 Minutes
- 3.37Logistic Regression in R (Part-I)60 Minutes
- 3.38Logistic Regression in R (Part-II)90 Minutes
- 3.39Logistic Regression in R (Part-III)53 Minutes
- 3.40Logistic Regression in R (Part-IV)80 Minutes
- 3.41Logistic Regression in R (Part-V)55 Minutes
- 3.42K-Nearest Neighbour in R (Part-1)81 Minutes
- 3.43K-Nearest Neighbour in R (Part-2)65 Minutes
- 3.44Support Vector Machine in R (Part-1)72 Minutes
- 3.45Support Vector Machine in R (Part-2)60 Minutes
- 3.46Support Vector Machine in R (Part-3)108 Minutes