Posts with tag: machine learning

Alumni Spotlight: Kweku Ulzen, Senior Data Scientist at Nielsen
Kweku Ulzen came to NYCDSA with a strong technical background and a goal to master the more quantitative...
Modeling Real Estate Market Values in Ames, Iowa
Objectives House prices incorporate a dizzying blend of factors. Details range from opaque measures of quality, like home...
Predicting House Prices with Machine Learning Algorithms
  Intuitively, which of the four houses in the picture do you think is the most expensive? Most...
Predicting House Prices Using Machine Learning
Introduction Our machine learning project was a Kaggle competition for predicting home prices in Ames, Iowa. The dataset...
Supervised Learning With Kaggle Titanic Dataset
Purpose Why I Chose This Project Kaggle.com offers an introduction to supervised learning with the Titanic Dataset.  The...
Mentor Matching using Machine Learning
I. Introduction For our group's capstone project, we consulted with #BuiltByGirls, a non-profit organization that connects young students...
House Price Prediction with Creative Feature Engineering and Advanced Regression Techniques
Can you imagine that a house can be described with 79 explanatory variables covering (almost) every aspect of...
Predicting Hospital Readmission Rates
  Introduction: In this project we set out to train a machine learning model that would flag patients...
Machine Learning in Python: Predicting House Prices
Background and motivation Housing is one of the most valuable economic assets an individual can purchase during his...
Hotels vs Airbnb - Barcelona case study (proof of concept)
Click here to access the map 1 - Background and motivation During the last few years, the sharing...
Using Machine Learning to Build a Predictive Model for House Prices
Introduction The purpose of this project was to build a model to predict housing prices in Ames, Iowa...
Clustering and Classifying Violent Behavior From Criminal Records
  INTRO It's nice to know that there are applications of Data Science that go beyond business settings...
Machine Learning Techniques for Predicting House Prices
By Weijie Deng, Han Wang, Chima Okwuoha, and Shiva Panicker     For decades the American Dream has...
Jigsaw's Text Classification Challenge - A Kaggle Competition
Introduction This post is about the third of the four projects we are supposed to deliver at the NYC...

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