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Posts with tag: tf-idf

Student Works
Analyze the Correlations Between Stock Market and the Keywords under News
by
Apr 3, 2018
Natural Language Processing is a technique used by a computer to understand and manipulate natural languages. Social Media can...
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Machine Learning
The sentiment under movie reviews from 1999 to 2017
by
Mar 23, 2018
Motivation: Ten years ago, when I was still a young boy, I liked to read reviews of films...
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Capstone
Identifying "Fake News" With NLP
by and
Sep 18, 2017
Introduction What is fake news? We’ve all heard of it, but it is not always easy to identify....
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R Shiny
Web Scraping Influenster: Find a Popular Hair Care Product for You
by
Aug 30, 2017
Are you a person who likes to try new products? Are you curious about which hair products are...
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Machine Learning
Match job with your skill: A simple job recommendation system
by
Jul 21, 2017
Background Introduction: Data scientists are in great demand: In 2012, Harvard Business Review declared that the s data...
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Machine Learning
Understanding Class Imbalance and Ensemble Modeling in the Two-Sigma Connect: Rental Listing Inquiries
by , and
Mar 12, 2017
Introduction The Two-Sigma connect challenge was to predict interest-level—high, medium, or low—of RentHop apartment listings in the New...
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Python
SkinSmart: A Recommendation System for Skincare Products
by
Mar 8, 2017
1. Motivation As a skincare products enthusiast, I often found myself spending quite some time sifting through reviews...
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Capstone
E-Commerce Data Analysis of Locks and Safes
by , , , , , and
Mar 27, 2018
Introduction: For this capstone project, we were given an opportunity to conduct an e-commerce data analysis for MasterLock....
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Machine Learning
Jigsaw's Text Classification Challenge - A Kaggle Competition
by
Mar 12, 2018
Introduction This post is about the third of the four projects we are supposed to deliver at the NYC...
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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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Machine Learning
Home Depot Product Search Term Relevance
by
Aug 24, 2017
Introduction: Machine Learning technology has opened a world of possibilities that I find fascinating. . Thanks to the...
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APIs
Kaggle Renthop
by
Mar 13, 2017
Contributed by Royce Ho and Tingting Chang. They are currently in the NYC Data Science Academy 12 week full time Data Science...
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Machine Learning
Renthop Kaggle Competition: Team Data Jedys
by , , , and
Mar 12, 2017
Introduction This post is about the third of the four projects we are supposed to deliver at the...
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Python
NLP analysis -- Movie Reviews from Rotten Tomatos
by
Feb 21, 2017
Contributed by Tingting Chang. She is currently in the NYC Data Science Academy 12 week full time Data Science Bootcamp program...
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