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NYC Data Science Acedemy | Blog
On Campus
  • Full Time
  • Data Science Bootcamp
  • Part Time
  • View All Courses
  • Introductory
  • Introductory Python
  • R for Business Analysts
  • Data Science with Tableau
  • Beginner
  • Data Science with Python: Data Analysis and Visualization
  • Data Science with R: Data Analysis and Visualization
  • Big Data with Hadoop and Spark
  • Intermediate
  • Data Science with R: Machine Learning
  • Data Science with Python: Machine Learning
  • Deep Learning
  • Machine Learning in Finance
    • Online
  • Career Track
  • Remote Data Science Bootcamp
  • Short Time
  • View All Courses
  • Introductory
  • Introductory Python
  • Data Science with Tableau
  • Beginner
  • Data Science with Python: Data Analysis and Visualization
  • Data Science with Python: Machine Learning
  • Intermediate
  • Data Science with R: Data Analysis and Visualization
  • Data Science with R: Machine Learning
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    • blog > authors > Ziqiao Liu
    Ziqiao Liu

    Ziqiao Liu

    Articles Contributed by Ziqiao Liu
    Capstone

    Machine Learning Application in Hedge Fund

    by leizhang and Ziqiao Liu
    Dec 21, 2016
    Introduction Most stock market data is not publicly available even though individuals could have access to more market...
    Continue Read
    Machine Learning

    Kaggle: Predicting Allstate Auto Insurance Severity Claims

    by Nelson Chen, Regan Yee, Luke Chu and Ziqiao Liu
    Dec 5, 2016
    Introduction Kaggle competitions are a good place to leverage machine learning in answering a real-world industry-related question. A...
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    Student Works

    Web Scraping Project: Experience Difference between Airbnb and TripAdvisor

    by Ziqiao Liu
    Nov 21, 2016
    Python Scrapy is  a powerful application framework for extracting structured data from web pages, you could extract data...
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    Student Works

    Quantifying Uneven Health Development in the World—A World Development Indicators Data Exploration Shiny App

    by Ziqiao Liu
    Nov 16, 2016
    Data Description A development indicator is usually a numerical measure of the quality of life in a country,...
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    Student Works

    Insights on Housing Data: Multiple Factors behind House Price

    by Ziqiao Liu
    Oct 25, 2016
    Motivation When people desire to own a house of their own ... What do they usually consider? When...
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