Posts within category: Machine Learning

Bitcoin Signal Analysis
Introduction The purpose of this capstone project was to evaluate the efficacy of a neural net-based approach to...
Machine learning Housing Sale Price Prediction
Introduction The purpose of this project is to build a model to accurately predict the sale price of...
Laptop Recommendation Machine Learning System
Have you wonders what makes a laptop expensive? Which specs have the most significant impact on the price?...
Which house shall we invest in?
Introduction A lot of people hear about the subject of real estate and generally have an intuition on...
Machine learning on Ames Housing Sale Price Prediction
Introduction Figure 1. Ames on Google map The purpose of this project was to build an accurate model...
Iowa house price prediction using machine learning
Introduction The total market size of has reached $33.3 trillion in 2018, an increase of $10.9 trillion from...
What Price is Right for That Home? A Machine Learning Approach
Introduction Housing price is a topic of interest for almost anyone. Being able to accurately predict how much...
House Prices: Advanced Regression Techniques
Introduction: A house is usually the single largest purchase an individual will make in their lifetime. Such a...
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...
Predicting House prices using the Ames, Iowa house dataset
Introduction Kaggle offers an ongoing competition that allows students of Machine Learning to build a model to predict...
Fraud Detection with Vesta Corporation
Payment fraud costs merchants eight percent of revenue annually. In businesses such as retail where margins are razor-thin,...
Predicting the Housing Market in Ames, Iowa
Housing is the fount of middle-class wealth accumulation. Owning one's own house is not only a dream for...
Learning category-wise product features from amazon reviews
Overview As a long-time Amazon Prime member, I rely heavily on the product reviews for my Amazon purchases....
Prediction of Credit Default Risk
The most important task for any lender is to predict the probability of default for a borrower. An...

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