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I'm a big fan of big data, targeting at applying latest efficient technologies to develop useful data products.

I'm currently working in Amazon Finance Tech team as a Business Intelligence Engineer. This website is a catalog of some sandbox projects for my interests in spare time.

Before I came to US for my computational statistics master degree, I've worked for over 3 years in business analytics in gaming industry. And I like using analytics in real business world to make wiser and resonable decisions.

I'm also interested in data pipeline and warehouse technologies in TB to PB level. If you are also sharing the same enthusiasm, we should have a talk!

James's Projects

-folio icon -folio

A simple Jekyll theme for showcasing your work, emphasis on whitespace, transparency, and helvetica.

aas icon aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

catdogrecog icon catdogrecog

Using Neural Network to figure out if there's a cat or a dog in an image

coding-the-matrix icon coding-the-matrix

The Coursera course Coding the Matrix: Linear Algebra through Computer Science Applications by Philip Klein

eda_jhu_assignments icon eda_jhu_assignments

Code of assignment in Coursera Exploratory Data Analysis by Roger.P, John Hopkins U.

fbcommentsmining icon fbcommentsmining

Mining comments on facebook community page, see how players of a game react to a certain update

future icon future

:rocket: R package: A Future API for R

h2o-meetups icon h2o-meetups

Presentations from H2O meetups & conferences by the H2O.ai team

hide_code icon hide_code

Code, prompt and output hiding for Jupyter/IPython notebooks.

kaggle_titanic icon kaggle_titanic

Kaggle competition, score from 0.78 to 0.8 above by decision tree. Most improvements were done by digging out more information from existing dataset.

leetcode icon leetcode

正确的姿势，学习的态度来刷 LeetCode：高效的代码、简洁的注释、精炼的总结。

linearreghw icon linearreghw

Homework of Linear Regression done by R, coz I don't like SAS

msexam icon msexam

MS Exam files - CSU East Bay Statistics

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