## Recently Published

##### Predicting Defaults in Credit Card

Predicting Defaults in German Credit Card using Logistic and LASSO

##### Understanding LASSO

Linear Regression and LASSO on Boston Housing Data

##### Predict Telco Customer Churn

Predict Telco Customer Churn using Logistic, Tree and Random Forest

##### Tree model to predict birth weights of infants

Tree model to predict birth weights of infants

##### Understanding SVM with Heart Disease Data

Understanding SVM with Heart Disease Data

##### KNN classifier on IRIS Dataset

KNN classifier on IRIS Dataset

##### Logistic, LDA and QDA on Titanic Dataset

Logistic, LDA and QDA on Titanic Dataset

##### Multiple Linear Regression on Prestige Dataset

Learning Multiple Linear Regression: One model at a time

##### Mapping world oil production

Map of world oil production by Country

##### Classification Tree and Random Forest using Diamond Dataset

Classification Tree and Random Forest using Diamond Dataset for Kaggle

##### Data Viz, Linear Regression and Cross Validation on Diamond Dataset

Data Visualization, Linear Regression and Cross Validation on Diamond Dataset from Kaggle

##### Credit Card Fraud Detections using Various Classification Alogithams

CredicCard Fraud Detections using Various Classification Alogithams
Logistic Regression
Tree Based Model
SVM
Random Forest

##### Visualization in R with Pokemon Data

Visualization in R with Pokemon Data

##### Understanding K Nearest Neighbors Regression

Understanding K Nearest Neighbors Regression

##### Understanding K Means

Understanding K means using a set of bivariate data.

##### Undestanding Time series with timetk

Prediction of Sales of Beer using timetk

##### World Happiness Index

Visualization of World Happiness Index. Initially published at https://datascienceplus.com/how-happy-is-your-country-visualized/. I have redone the analysis of my own practice.

##### Data Wrangling with R Project

Data Wrangling with R Mid Term Project by Amoul Singhi.

##### Amoul Singhi

Hello! Here is a brief introduction about myself.