Store's Take Away Design Selection using Simulation

Clustering + Multiple Regression Models

Time Series using Decomposition, Holt Winters Modeling

Logistic Regression, Step wise VIF reduction, Sensitivity vs Accuracy.

1. Regression vs Optimization | Hotel Sites Selection 2. Sports Scheduling

1. filatoi riuniti - optimize outsourcing strategies. 2. Gasoline Blending - Maximize profits, optimize mixing different crude oils to produce different products.

When managing memory is most important. # 32 million order products. XGBoost

EDA using ggplot2

Kaggle | House Prices XGBoost, CV 10x20

Ensembling, Neural Net, Random Forest, CART, Hypothesis, EDA

- CART - Tree Pruning - Inferences

Exploratory Analysis, Feature Engineering, Predictive Modeling using Random Forest Ensemble

Regression Analysis - Detecting and addressing multicollinearity in case of correlated independent variables.

A multivariate regression model to predict the price of the Leslie Salt Land. Use of residual analysis and diagnostics to isolate influential observations.

Factor Analysis - Cereal Data - KMO & Bartlett Test - Parallel Analysis - Goodness of fit and residual statistics - Reliability of Factors - Characterization/Factorization of Variables

Multi-Classification using Random Forests! In this project, we will use data from accelerometers(Jawbone Up, Nike FuelBand, and Fitbit) on the belt, forearm, arm, and dumbell of participants to predict the quality of the activity performed.

Exploratory Data Analysis; Statistical Confirmation; Model Building; Model Selection; Diagnostics

A web application using R code deployed on the shiny server: https://saurabhsindwani.shinyapps.io/DataProducts/

A web page presentation using R Markdown that features a plot created with Plotly.

Central Limit Theorem! Investigate the distribution of averages of 40 exponentials over a 1000 simulations.

Exploratory Data Analysis! - Weather Data!

Interactive maps using LEAFLET library.

Exploratory Data Analysis.