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Thinklabz

Think Labz

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LinearModels_Basics
Build a LM, Interpret the weights, and CI for statistical significance
Creating Web app using R Shiny
Route map to create Web application using R shiny and Shiny dashboard
Creating Interactive Visualization with plotly using R
This notes attempts to provide an outline to create visualizations using plotly package in R
Handling missing values using R
Describes methods for handling missing observations in data using R
dplyr Basics
A quick guide for important functions in the dplyr package
Theoretical Distributions
Basics to understand random variable and different types of parameter
GGPLOT - Introduction to Visualization
Describing basics of visualization techniques using ggplot in R
Assignments
This document contains assignments given to Thinklabz Chennai students
Introduction to programming with R
Fundamental concepts in programming is discussed here
Managing Date and Time using R
This notes discusses important tools to handle date and time information in R
Data structuring with tidyr
Some important methods of obtaining tidy data using tidyr are discussed in the notes
Data manipulation with dplyr
Introduction to important verbs in dplyr.
Get started with ggplot2
Introduction to ggplot2 with example to explore options available in it
Introduction to Tidyverse
A short note about Tidyverse
Data Types and Data Objects in R
Provides a foundation to data types and objects in R
A Tour of Built-in R fuctions
A brief introduction to buit-in R functions using some examples
Getting Started with R
Brief introduction to R and RStudio
Introduction to Packages in R
Brief introduction about R packages and tasks that can be performed using them
Centering in Regression Models
String manipulation
Operations that are possible with string data using R.