Posts within category: Machine Learning

LendingClub Fails To Leverage Its "Core" Asset - The Data
LendingClub was the world’s largest peer-to-peer lending platform at its height in 2015. It was able to achieve...
Accurately Predicting House Prices and Improving Client Experience with Machine Learning
Introduction Initial meetings with real estate clients often involve a reality check around price expectations. For example, a...
Using Data to Predict Ames, Iowa Home Sale Prices
The skills the authors demonstrated here can be learned through taking Data Science with Machine Learning bootcamp with...
Predicting House Sale Prices - Ames, IA
LinkedIn GitHub Introduction Over the last two years, house sales prices have skyrocketed, and home buyers are paying...
Using Predictive ML to value Basement Renovation Projects
[__working draft__ ] The skills the author demonstrated here can be learned through taking Data Science with Machine...
Using Data to Analyze: Capstone Project: Iowa Liquor Sale
The skills we demoed here can be learned through taking Data Science with Machine Learning bootcamp with NYC...
Using Data to Analyze: Ames House Pricing
Introduction & Background Real estate transactions are fraught with anxiety because neither the seller nor the buyer wants...
How Fast Can You CitiBike?
The skills the authors demonstrated here can be learned through taking Data Science with Machine Learning bootcamp with...
Using Data to Predict Prices of Houses in Ames, IA
The skills the author demonstrated here can be learned through taking Data Science with Machine Learning Bootcamp with...
Healthcare Fraud Detection
LinkedIn GitHub Introduction In recent years the rate at which doctors, and hospitals have conducted fraudulent activities, scams,...
Modeling Life Expectancy
Data science Problem Background Data Science is wildly adapted in health care industry. Healthcare is a complicated business....
A Data Project to Estimate House Sale Price
Blog Headline Photo by Kindel Media from Pexels Data Science Background For a home owner thinking of selling their home, a...
Data-driven Predictions of Citi Bike Trip Demand
How we analyzed the Citi Bike data and predicted ridership based on seasonality and weather using an LSTM...
Data-driven Predictions of Property Sale Value in Ames, Iowa
The Ames housing dataset is famous as an open Kaggle competition and for its use in undergraduate statistics...

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