## R

#### Geographic Data and Visualisation in R

##### Manipulating geospatial data and visualisation using Australian Data

`R`

`spatial`

#### Kaggle Porto Seguro Part I - Exploratory Data Analysis

##### Explores the feature set, normality testing, correlation between different variable types (using Phi Coefficient, ChiSquare Test, etc.)

`R`

`eda`

#### Linear Regression Part III - Plots

##### Looks at the residual plots given by the linear regression model in R [WIP]

`R`

`regression`

#### Linear Regression Part II - Multiple

##### Explains Multiple linear regression and the concepts of VIF and Partial correlation [WIP]

`R`

`regression`

#### Linear Regression Part I - Simple

##### Explains the concepts around simple linear regression like residuals, t and pvalues, Fstatistic, standardised beta coefficients

`R`

`regression`