Posts within category: Student Works

Don't Underestimate OLS & Intuition!
By: Mikolaj Wilk, Ted Dogan    Amongst all the modeling tools available, Ordinary Least Squares (OLS) is often...
Scraping Carousell.ph
The Philippines is a beautiful country. I may have been born in the US, but this is still...
Breaking down the coffee bean
  No matter what lies ahead and how the day is intended to unfold, a good chunk of...
How much salary can you expect for your tech skill?
Introduction There are many kind of jobs in the world, and each job needs more than one skill....
Marketing Analytics|Combine Master/Slave Accounts by Python
Before I started working as analyst, I thought master/slave are only words for describing slavery in 18th Century,...
Confronting Outbreaks in a New Era
Mankind's fight against contagious disease has been a constant throughout history, and the tools we've developed for fighting...
Interactive Database for Public Company Financials
Introduction There is a scarcity of free quality financial data accessible to the average investor. Most large financial...
Predicting House Prices with Machine Learning
     IntroductionThis project aims to predict housing prices in Ames, Iowa using the Ames Housing dataset from the...
A Visualization with Citibike Data
Introduction Bike-shares have become popular in major cities all across the US. Citibike in NYC is among one...
Latent Dirichlet Allocation and Topic Modelling: A Link Between The Quantitative and Qualitative?
Introduction/Motivation: When discussing the application of machine learning techniques and the use of data science in industrial settings,...
Scraping Rotten Tomatoes: The Only Way to Test a Theory
The success of ratings-aggregating sites like Rotten Tomatoes and IMDB implies something uncontroversial: film reviews matter. While we...
What are the most influential predictors of rental and sale price of an apartment? Part 2.
What are the most influential predictors of rental and sale price of an apartment? Part 2. Understanding the...
Traffic Collisions and Vision Zero
Coordinating the movement of its 8.5 million residents and the millions of commuters and visitors is an immense...
Beat the Bookies
Bookmakers tend to fare a lot better than gamblers, but just how accurate are they when it comes...

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