Thursday, 4 June 2020

R programming tutorial by Spoken Tutorial

Installing R and R Studio on Linux
Link 1: https://spoken-tutorial.org/watch/R/Installing+R+and+RStudio+on+Linux/English/
Link2: https://www.youtube.com/watch?v=-3PA5SBJqkE
Installing R and RStudio on Windows
Link 1: https://spoken-tutorial.org/watch/R/Installing+R+and+RStudio+on+Windows/English/
Link 2: https://www.youtube.com/watch?v=M4BJsOiSZbg
Introduction to basics of R

Link 1:  https://spoken-tutorial.org/watch/R/Introduction+to+basics+of+R/English/
Link 2: https://www.youtube.com/watch?v=M4beiownKzw
Introduction to Data Frames in R
Link 1: https://spoken-tutorial.org/watch/R/Introduction+to+Data+Frames+in+R/English/
Link2: https://www.youtube.com/watch?v=au4-VqtEs_w

Introduction to RStudio
Link 1: https://spoken-tutorial.org/watch/R/Introduction+to+RStudio/English/
Link 2: https://www.youtube.com/watch?v=Ou18KKM3EwY
Introduction to R Script
Link 1: https://spoken-tutorial.org/watch/R/Introduction+to+R+script/English/
Link 2: https://www.youtube.com/watch?v=ILaQeJ53d-8
Working directories in RStudio
Link 1: https://spoken-tutorial.org/watch/R/Working+directories+in+RStudio/English/
Link 2: https://www.youtube.com/watch?v=4bbT4bT_b-k
Indexing and Slicing Data Frames
Link  1: https://spoken-tutorial.org/watch/R/Indexing+and+Slicing+Data+Frames/English/
Link 2: https://www.youtube.com/watch?v=ujGhbiM4Kts
Creating Matrices using Data Frames
Link 1: https://spoken-tutorial.org/watch/R/Creating+Matrices+using+Data+Frames/English/
Link 2: https://www.youtube.com/watch?v=BiIapncZpDY

Operations on Matrices and Data Frames
Link 1: https://spoken-tutorial.org/watch/R/Operations+on+Matrices+and+Data+Frames/English/
Link 2: https://www.youtube.com/watch?v=Uxhvd2AJAag
Merging and Importing Data
Link 1: https://spoken-tutorial.org/watch/R/Merging+and+Importing+Data/English/
Link 2: https://www.youtube.com/watch?v=XHa-iXPFZZQ
Data types and Factors
Link 1: https://spoken-tutorial.org/watch/R/Data+types+and+Factors/English/
Link 2: https://www.youtube.com/watch?v=FOz1xUULDr8
Lists and its Operations
Link 1: https://spoken-tutorial.org/watch/R/Lists+and+its+Operations/English/
Link 2: https://www.youtube.com/watch?v=zzoQlJ8mvUI

Plotting Histograms and Pie Chart
Link 1: https://spoken-tutorial.org/watch/R/Plotting+Histograms+and+Pie+Chart/English/
Link 2: https://www.youtube.com/watch?v=HaEO-I-t8Vs
Plotting Bar Charts and Scatter Plot
Link 1: https://spoken-tutorial.org/watch/R/Plotting+Bar+Charts+and+Scatter+Plot/English/
Link 2: https://www.youtube.com/watch?v=urDoCzwZn-Y
Introduction to ggplot2
Link 1: https://spoken-tutorial.org/watch/R/Introduction+to+ggplot2/English/
Link 2: https://www.youtube.com/watch?v=J32NhbnY6Tk

Aesthetic Mapping in ggplot2
Link 1: https://spoken-tutorial.org/watch/R/Aesthetic+Mapping+in+ggplot2/English/
Link 2: https://www.youtube.com/watch?v=l3pW_FBD8iE
Data Manipulation using dplyr Package
Link 1: https://spoken-tutorial.org/watch/R/Data+Manipulation+using+dplyr+Package/English/
Link 2: https://www.youtube.com/watch?v=oVhB0NHIrTs

More Functions in dplyr Package
Link 1: https://spoken-tutorial.org/watch/R/More+Functions+in+dplyr+Package/English/
Link 2: https://www.youtube.com/watch?v=PA3B_pek0Dg
Pipe Operator
Link 1: https://spoken-tutorial.org/watch/R/Pipe+Operator/English/
Link 2: https://www.youtube.com/watch?v=P7elX0YJ9IA
Conditional Statements
Link 1: https://spoken-tutorial.org/watch/R/Conditional+Statements/English/
Link 2: https://www.youtube.com/watch?v=lINRI7lkm9A
Functions in R
Link 1: https://spoken-tutorial.org/watch/R/Functions+in+R/English/
Link 2: https://www.youtube.com/watch?v=TzFw4Kk__kY

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