BIA658A Spring 2017 Social Nets Project

Data Mining and Random Forest algo using R

Interactive Classification Tree (CART) for R

This project is all about how to collect data from a webpage and to analyze or visualize it in R.The data is scraped from Wikipedia which includes the Obesity report of USA.

Application of data mining with regression analysis.

The H-1B is an employment-based, non-immigrant visa category for temporary foreign workers in the United States. For a foreign national to apply for H1-B visa, an US employer must offer a job and petition for H-1B visa with the US immigration department. This is the most common visa status applied for and held by international students once they…

Simple projects for data mining , machine learning using R

My Solution to some kaggle competitions

DataMining with R/Python

A project which aims at finding the factors and most important features which lead to students indulging in drinking and consuming alcohol.After the exploratory data analysis a decision tree is trained and inference rules are generated to predict which student is most likely to consume alcohol using the most relevant features extracted after ana…

Business Intelligence - Data Mining (Classifications, Clustering)

A collection of machine learning algorithms developed in R

Exercise and notes in Practical Data Scienceú║Reducing High Dimensional Data in R course from Udemy

Time series prediction system in R (RStudio) for given real-time e-commerce dataset of thousands of products, customers, and categories with the help of data mining algorithms (ARIMA, Holt Winter, STL, ETS).

The analysis of Crime patterns in India was performed on a dataset with the demographic information of crimes.

Resample, parameter tuning, meta-learning, clustering, and mining algorithms for the purpose of data mining and machine learning.

The study involves predicting the attrition rate of ~72000 customers of a Telco company, and use insights from the model to develop an incentive plan for enticing would-be churners to remain with the firm. The data are available in one data file with 71,047 rows that combines the calibration and validation customers. “calibration” database consi…