Distributed Statistical Computing (大数据分布式计算与案例)

Feng Li
School of Statistics and Mathematics
Central University of Finance and Economics

This is the code repository for my forthcoming book: Distributed Statistical Computing for Big Data (in Chinese)

00-teaching-slides includes teaching slides (PDF) in both English and Chinese version, demo code and Jupyter notebook.
xx-case-examples includes statistical cases in markdown and tex format.

Name		Name	Last commit message	Last commit date
Latest commit History 26 Commits
00-teaching-slides		00-teaching-slides
01-stratified-sampling		01-stratified-sampling
02-kmeans-movie-review		02-kmeans-movie-review
03-poisson-regression		03-poisson-regression
04-k-nearest-neighbors		04-k-nearest-neighbors
05-discriminant-analysis		05-discriminant-analysis
06-logistic-regression-split		06-logistic-regression-split
07-logistic-regression-mahout		07-logistic-regression-mahout
08-text-classification		08-text-classification
09-quadratic-classifier		09-quadratic-classifier
10-decision-tree		10-decision-tree
11-random-forests		11-random-forests
12-naive-bayes		12-naive-bayes
13-ridge-regression		13-ridge-regression
16-recommendation-systems		16-recommendation-systems
17-hive-example		17-hive-example
18-hive-hadoop-streaming		18-hive-hadoop-streaming
19-spark-word-count		19-spark-word-count
.gitignore		.gitignore
README.md		README.md

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