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Training Summary

R is a programming language is widely used by data scientists and major corporations like Google, Airbnb, Facebook etc. for data analysis. This is a complete course on R for beginners and covers basics to advance topics like machine learning algorithm, linear regression, time series, statistical inference etc.

What should I know?

Basic knowledge of statistical concept is a plus.

Course Syllabus

Tutorial What is R Programming? Introduction & Basics
Tutorial How to Download and Install R, RStudio, Anaconda on Mac/Windows
Tutorial R Data Types & Operator
Tutorial R Matrix Tutorial: Create, Print, add Column, Slice
Tutorial What is Factor in R? Categorical & Continuous
Tutorial R Data Frames: Create, Append, Select, Subset
Tutorial Lists in R: Create, Select [Example]
Tutorial R Sort a Data Frame using Order
Tutorial R Dplyr Tutorial: Merge, Join, Spread
Tutorial Merge Data Frames in R: Full and Partial Match
Tutorial Functions in R Programming [with Example]
Tutorial IF, ELSE, ELIF Statement in R
Tutorial For Loop in R with Examples for List and Matrix
Tutorial While Loop in R with Example
Tutorial apply(), sapply(), tapply() in R with Examples
Tutorial Import Data into R: Read CSV, Excel, SPSS, Stata, SAS Files
Tutorial Replace Missing Values(NA) in R
Tutorial R Exporting Data to CSV, Excel, SAS, STATA, and Text File
Tutorial Pearson, Spearman Correlation in R and Correlation Matrix
Tutorial R Aggregate Function: Summarise & Group_by() [Example]
Tutorial R Select(), Filter(), Arrange(), Pipeline [Example]
Tutorial Scatter plot with ggplot2 [Examples]
Tutorial How to make Boxplot in R (with EXAMPLE)
Tutorial Bar Chart & Histogram in R [Examples]
Tutorial T-Test in R: One-Sample and Paired [Example]
Tutorial R ANOVA Tutorial: One-way & Two-way [with Examples]
Tutorial R Simple, Multiple Linear and Stepwise Regression [with Example]
Tutorial Decision Trees in R with Example
Tutorial R Random Forest Tutorial [Examples]
Tutorial Generalized Linear Model (GLM) in R with Example
Tutorial K-means Clustering in R with Example
Tutorial R Vs Python: What’s the difference?