Posts with tag: regression

How Much Do You Need to Pay for Good Wine?
One of the first challenges in finding a good bottle wine is the enormous range in price.  Most...
NBA Success
Motivation Over the last decade the NBA always seems to be dominated by the same franchises. Most recently,...
House Prices: Advanced Regression Techniques
Introduction: A house is usually the single largest purchase an individual will make in their lifetime. Such a...
2017 Youth Risk Behavior Survey: Analysis and Shiny App
Introduction Shiny App | GitHub The Youth Risk Behavior Survey (YRBS) is a survey administered by the Centers...
Housing Price Predictions Using Advanced Regression Techniques
Introduction  When confronted with numerous predictors and a heterogeneous dataset, accurately predicting a response variable can be a...
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...
Machine Learning - Predicting Housing Prices in Ames, Iowa
Project Code | Presentation | Slides Introduction "Housing - humanity's simple, yet complex and timeless paradigm. Families and individuals, buyers...
Predicting Congestive Heart Failure
Introduction & Motivations What if humans could battle disease before it even occurred?Indeed, disease prediction is one of...
What We Learns From Scoring Top 16% on Housing Price Predictions Kaggle Challenge
Introduction In this article, we outline an approach to feature selection and engineering and machine learning modeling that...
Studying Regression Model Efficacy on the Ames Housing Data Set
The Ames Housing Data Set is popular largely due to its use as an introductory competition on the...
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...

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