Perform statistics on Mixpanel API data

Linear regression, polynomial regression, and logistic regression. Such topics are useful for machine learning.

Using the K-Nearest Neighbor (KNN) model to interpolate non-overlapping datasets in time and space

A data mining/machine learning project that preprocesses housing information into a regression classifier to predict the sale price.

Prediction system for Kaggle's advanced regression competition using Scala + Spark

Football player rating analysis and position recommendation

R programs using different techniques

Using regression analysis to predict earn of a sample population. Source: 1990 Work, Family, and Well-Being Survey (Ross, 1990)

Understanding regression.

A Multi-Functional Statistics Library For Java. It covers simple operations such as mean, median and mode for simple datasets. And also covers more advanced operations such as probability distribution modelling and regression analysis

Conditional Associative Logic Memory

High Accuracy of NBA game outcome & team performance prediction and outstanding player detection.

This repository contains code and data files for projects completed throughout the Galvanize Immersive Data Science program.

HOME MORTGAGE DISCLOSURE ACT (HMDA) DATASET ANALYSIS

Step by Step guide to machine learning

Performed Statistical Analysis and implemented data mining techniques on large business data sets, to identify patterns. Analyzed the transactional, customer, product and forum data, to determine correlations. Developed Predictive Model using Regression analysis to predict the future sales of products. Text Mining analysis was done on the user c…

Studying the Effects of Green Infrastructure Strategies using R

Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and statistical analysis. Applied ML algorithms such as Multiple Linear Regression, Ridge Regression and Lasso Regression in combination with cross validation. Performed parameter tuning, compared the test scores and s…