Posts with tag: regression

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...
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...
Predicting Housing Prices in Ames Iowa
  Kaggle competitions offer a great opportunity for those who want to practice and improve on their data...
Looking For The Next Profitable Singers
  The intention: I am interested that starting from a music production company's viewpoint, how would they choose...
Machine Learning Techniques for Predicting House Prices
By Weijie Deng, Han Wang, Chima Okwuoha, and Shiva Panicker     For decades the American Dream has...
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...
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...
Analyzing Spotify Song Metrics to Visualize Popular Songs
How would you go about describing your favorite new song? What makes it catchy to you? According to...
How much is your house worth?
Photo by Nancy Lee   Introduction Deep learning and machine learning are becoming more and more important for...
Alumni Spotlight: Kathryn Bryant, Senior Data Scientist at National Grid
Kathryn Bryant recently landed a Senior Data Scientist job at National Grid. When she decided to change her...
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...
Predicting Residential Home Prices in Ames, IA
Introduction Which factors contribute to the sale price of a house? There are plenty of answers: size matters,...
Machine Learning Project -House Prices: Advanced Regression Techniques
  In 2016, Kaggle released a competition called House Prices: Advanced Regression Techniques.┬áThe goal of the competition was...

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