NYC Data Science Acedemy | Blog
NYC Data Science Acedemy | Blog

Posts with tag: clustering

Student Works
Parsing and Visualizing Transcriptomics Data in Shiny
by
Apr 28, 2019
Introduction The genome represents the history book and instruction set of all organisms on Earth. Over the last...
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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 NYCDSA...
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Machine Learning
Advanced Regression to Predict Housing Prices (Kaggle Competition)
by
Mar 12, 2018
Project Overview: This project was a team effort along with Kweku Ulzen, Michael Chin, and Matthew Sun to...
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R
NYC's Seven Major Felonies - What, Where, and When
by
Feb 5, 2018
 Illustration by Greg Groesch/The Washington Times My Motivation Even though people in New York City are street-smart, crime...
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Capstone
Predicting Customer's Drink of Choice From Real-Time Image Capture
by , , , , , , , , and
Jan 8, 2018
Introduction Our team had the privilege of collaborating with the data science team of one of the largest...
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Machine Learning
How to Recommend Pet Food Product from Unsupervised Learning
by
Nov 7, 2017
Market  Overview Sales of pet food in the US has increased by 40 percent for the first quarter...
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Student Works
Secret Beverage Data Science Research
by , , and
Oct 29, 2017
Would an angry person prefer sour flavors?  When beverage makers use corn sweetener instead of sugar, do people...
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Machine Learning
Clustering and Classifying Violent Behavior From Criminal Records
by
Apr 19, 2018
  INTRO It's nice to know that there are applications of Data Science that go beyond business settings...
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Machine Learning
Predicting Home Prices in Ames, IA Using Regression Models
by
Mar 24, 2018
This project was the result of a team effort along with Dean Goldman, Michael Chin, and Matthew Sun to enter into the Housing...
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Machine Learning
Unsupervised dimension reduction and clustering to process data for pooled regression models
by
Mar 11, 2018
Abstract: Unsupervised PCA and hierarchical clustering methods were used to group observations according to 41 dimensions of descriptive categorical...
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R
A Crime Guide to New York City
by
Feb 5, 2018
    Background & Purpose Just 20 years ago, the streets of New York were racked with all...
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Student Works
Making sense of scraped Reddit commentary using NLP techniques.
by
Nov 8, 2017
Why would I do this? Any institution’s lifeblood rests upon agents from the outside. Like any organism, external...
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Student Works
Topic Modeling and User Clustering on Internet Discussion Forums - A Case Study
by
Oct 30, 2017
Overview Internet forums or message boards are online discussion sites. They're used for a variety of purposes, including...
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Student Works
Insights into the world of Cyber Attacks by Scraping Hackmageddon
by
Sep 16, 2017
You must have heard it on the news: “Country X accuses country Y of launching a cyber attack...
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