Posts within category: Big Data

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...
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...
NYC's Seven Major Felonies - What, Where, and When
 Illustration by Greg Groesch/The Washington Times My Motivation Even though people in New York City are street-smart, crime...
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...
German Credit Data Visualization
Published by Theo Kwanga (NYCDSA), October 15th 2017 Introduction Banks analyse a myriad of criteria before granting a...
Airbnb New York City 2017 - Dynamics of Subway, Crime & Neighborhoods
Introduction "Congratulations! You are enrolled at the New York Data Science Academy." I received my Enrollment Letter with...
Protected: Zillow Zestimate Competition
Home value prediction is one of the most complicated and business oriented data science project topic. Reaching out...
What are the most under-rated hiking destinations?
Project Goal: Using data collected from the web, apply exploratory data analysis to find hiking destinations that are...
Biodiversity in U.S. National Parks
The National Park Service is responsible for preserving the ecological communities found in our country’s national parks. The...
American Food Deserts: Analyzing the development of "unhealthy" neighborhoods
This is my shiny project examining the development of food deserts in American neighborhoods. Please click here to...
Big Data Analytics: from Impressions to Clicks
Post Content: About the Project Data Exploration Steps Data Exploration: Duplication in Clicks Dataset Merging Impressions & Clicks...
Examining Higher Education in the United States with the College Scorecard Dataset
Introduction The Department of Education collects a great deal of data from colleges and universities across the country...
USING BIG DATA FOR ADVERTISING AND MARKETING
NDA terms are in progress. Full post to follow. INTRODUCTION With the rising popularity of the general public's...
Redefining Cancer Treatment: Predicting Gene Mutations to Advance Personalized Medicine
Introduction and Project Scope One of the most exciting frontiers for machine learning is the field of medical...

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