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Posts with tag: feature engineering (page 2)
Machine Learning
Data Housing Price Predictions Using Advanced Regression
by and
Jun 3, 2019
Introduction  When confronted with numerous predictors and a heterogeneous dataset, accurately predicting a response variable can be a...
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Capstone
Data Analyzing Horse Racing
by , , , and
Dec 15, 2018
The skills the author demoed here can be learned through taking Data Science with Machine Learning bootcamp with...
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Machine Learning
Predicting House Prices Using Machine Learning
by , , and
Jul 18, 2018
Introduction Our machine learning project was a Kaggle competition for predicting home prices in Ames, Iowa. The dataset...
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Big Data
House Price Prediction with Creative Feature Engineering and Advanced Regression Techniques
by , , , and
Mar 25, 2018
Can you imagine that a house can be described with 79 explanatory variables covering (almost) every aspect of...
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Machine Learning
Using Data to Analyze Zillow Zestimate Competition
by , , and
Sep 18, 2017
Data Science Introduction For most people, buying a home is the single largest investment they will make during...
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Machine Learning
Kaggle competition (top 3% ): Optimizing Russian housing price prediction by a deep dive into the model selection and feature engineering
by , , and
Jun 22, 2017
Russian Housing Market  The goal of Kaggle Competition is to predict Moscow's housing prices provided by Sberbank by machine...
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Data Visualization
A Data Scientist's Guide to Predicting Housing Prices in Russia
by , and
Jun 12, 2017
Sberbank Russian Housing Market A Kaggle Competition on Predicting Realty Price in Russia Written by Haseeb Durrani, Chen...
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Data Visualization
Using Data to Predict House Prices in Ames, Iowa
by , , and
Jun 2, 2019
The skills the authors demonstrated here can be learned through taking Data Science with Machine Learning bootcamp with...
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Data Visualization
Non-Opioid Analgesics - Web Scraping for Market Analysis
by
Aug 12, 2018
Background With the opioid crisis in full swing, the pharmaceutical industry has been under pressure to bring non-opioid...
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Capstone
Predicting Stock Movement of Hang Seng's Components
by
Mar 27, 2018
Introduction This post is about the capstone project we are supposed to deliver at the end of the NYC...
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Machine Learning
Allstate Auto Insurance Claims Severity Prediction
by
Sep 26, 2017
Introduction The aim of the Allstate Claim Severity project is twofold, first to predict the severity of insurance...
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Big Data
Redefining Cancer Treatment: Predicting Gene Mutations to Advance Personalized Medicine
by , , and
Sep 14, 2017
Introduction and Project Scope One of the most exciting frontiers for machine learning is the field of medical...
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Student Works
A Walk-Through The Kaggle Allstate Insurance Claim Challenge
by
Jun 15, 2017
Can you predict my financial pain? In a way, Allstate was asking this question via a Kaggle Challenge...
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Machine Learning
Kaggle's Allstate claims severity data challenge
by
Jun 11, 2017
Kaggle had a competition called Allstate claims severity. Allstate provided the training and test data that contained continuous...
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