Posts with tag: machine learning

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...
Unsupervised dimension reduction and clustering to process data for pooled regression models
Abstract: Unsupervised PCA and hierarchical clustering methods were used to group observations according to 41 dimensions of descriptive categorical...
Improving a Music Website's User Experience
In the beginning, a music website was born... For our capstone project, we had the exciting opportunity to...
Mental Illness Classifier Platform: WeCare-mind.com
Motivations Depression is a condition that reportedly affects one in ten Americans at one point or another, and...
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...
Credit Card Fraud Detection with QDA, LR, SVM models
Project Description: This blog is based on my work on Kaggle. Link: https://www.kaggle.com/huyqtran/qda-lr-svm-for-fraud-detection This kernel used the Credit Card...
Understanding The Drivers Of CTR In Mobile Display Advertising
Introduction: According to the Wireless Association’s Website (www.ctia.org), there were approximately 255.4 million American wireless subscribers, representing a...
Journey to Middle Earth - Webscraping the Lord of the Rings
The Lord of the Rings is an epic high fantasy novel written by English author and scholar J....

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