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Dr. Feng Li

Personal Site

  • Research
    • Publications & Projects
    • Project: NSFC-11501587
    • Book: Distributed Statistical Computing for Big Data
  • Computer Code
  • Teaching
    • Statistical Computing (2019 Spring)
    • Tools for Data Science (2019 Spring)
    • Statistical Case Studies (2019 Spring)
    • Distributed Statistical Computing for Big Data (2018 Fall)
    • ALL TEACHING
  • News
  • Academic Services
  • Contact
  • 李丰
  • Life Partner
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Distributed Statistical Computing for Big Data (2018 Fall)

Prerequisite

  • Basic knowledge in statistics
  • Basic knowledge in computing

Literature

  • Selected books in distributed computing and big data
  • Lecture notes
  • Basic Hadoop/Spark Tutorial for Statisticians

Lecture notes

  • L1: Introduction to Hadoop
  • L2: Understanding MapReduce
  • L3: Statistical Modeling with Hadoop MapReduce
  • L4: Programming Hive
  • L5: Introduction to Spark
  • L6: Spark and Machine Learning
  • L7: Statistical Learning with Mahout
Dr. Feng Li is Assistant Professor of Statistics at Central University of Finance and Economics in China. Feng obtained his Ph.D. degree in statistics at Stockholm University in 2013 and was awarded the 2014 Cramér Prize. His research interests include Bayesian econometrics, statistical computing and multivariate analysis.

RSS News

  • Invited Session: MCM 2019 February 10, 2019
    I am delighted to serve on the Program Committee of the Twelfth International Conference on Monte Carlo Methods and Application (MCM 2019), to be held in Sydney, Australia, from July 8 to 12, 2019. I am organizing a special thematic session (of either 3 or 4 talks of 30 minutes each) in Monte Carlo with […]
  • Webinar: Introduction to Web Scraping December 27, 2018
    I have made a short video for a very brief introduction to web scraping. You are welcome to watch it online here.
  • Workshop: Distributed Statistical Computing for Big Data December 15, 2018
    I am giving a workshop in Guanghua School of Management at Peking University. Time: 14:00-17:00 on Nov 31, Dec 7, 14, 21 Venue: Guanghua Building #1, Room 114 Checkout this link for more details.

Recent Teaching

  • Distributed Statistical Computing for Big Data (graduate level)
  • Tools for Data Science (2019 spring)
  • Bayesian Data Analysis (graduate level)
  • Statistical Computing (undergraduate level)
  • Statistical Case Studies (graduate level) 

Research Co-authors

  • Mattias Villani Stockholm University & Linköping University
  • Robert Kohn University of New South Wales
  • Yanfei Kang Beihang University
  • Rob J Hyndman Monash Univerisy
  • Bindu Kalesan  Boston University

Recent Comments

  • Meenakshi on How to crop an eps file?
  • mila on Generalized hypergeometric function in R
  • Feng Li on Generalized hypergeometric function in R
  • Sulthan on Generalized hypergeometric function in R
  • 李晶莹 on Statistical Case Studies (2019 Spring)

© Feng Li

The views and opinions expressed in this page are solely the responsibility of the author and should not be interpreted as reflecting the views of the author's affiliations now or then. contact-qr-en
  • Research
    • Publications & Projects
    • Project: NSFC-11501587
    • Book: Distributed Statistical Computing for Big Data
  • Computer Code
  • Teaching
    • Statistical Computing (2019 Spring)
    • Tools for Data Science (2019 Spring)
    • Statistical Case Studies (2019 Spring)
    • Distributed Statistical Computing for Big Data (2018 Fall)
    • ALL TEACHING
  • News
  • Academic Services
  • Contact
  • 李丰
  • Life Partner
  • Students
  • GitHub
  • Twitter
  • LinkedIn
  • Youtube
  • Google Scholar
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