Journey of Analytics

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2016 Project links are on the Main Projects Page.

Project Portfolio 2017- 2018 

Month/YrProject TitleProject Tutorial Description Download Link
 Nov 2018Report automationAutomated emails with R. Connect to database, perform calculations, build stunning viz and send as email attachments. 
 Download code 
 Jan 2017 Fitbit Data

 Analyzing data from Fitness trackers. (Fitbit).

 Heart rate, sleep quality, calories burned, etc. Tutorial Blog post .

 Download Fitbit_project
 Jan 2017



 Using 5 machine learning algorithms to predict birth weight of

newborn infants using predictors such as gestation, mother's ethnicity, single or twins/multiples, time when prenatal care started, etc. 

Comparison of accuracy and sensitivity from all 5 models. Explanation blog .

 Machine learning models
 Feb 2017 Ames Housing Sale Prices  Kaggle starter script. Predict house SalePrices using 5 different machine learning algorithms - linear regression, classification trees, neural network, randomforest model, generalized linear model (GLM). Tutorial bloglink. Ames Housing
 Mar 2017----
 Apr 2017Parallel Programming
Parallel Programming in R, including sql queries to retrieve data from database tables. Blogpost link.Code files
 May 2017Dashboards with R

R Dashboard using:

a) storyboard layout,  (b) ​simple layout with ShinyR elements. Blogpost link

Dashboard Codefiles
 Jul/ Aug Aug Projects

 1) Monte Carlo Simulations in R (blogpost)

 2) US weather analysis using K-means clustering. 

 1) monte_carlo_in_r.R


 Aug 2017Rent AnalysisRent analysis using Zillow data to investigate most expensive US cities and the price trends over time. (Please remember to unzip the city list input file)


2) City geographic coordinates.