Distributed-Statistical-Computing
Teaching Materials for Distributed Statistical Computing (大数据分布式计算教学材料)
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- xymap.R
- xyred.R
- data-clean.py
- mapper.py
- mapper.R
- README.md
- reducer.py
- reducer.R
- scrapy.py
- mapper.R
- README.md
- reducer.R
- sample.R
- README.md
- README.md
- maplogit.py
- orangejuice.csv
- README.md
- redulogit.py
- README.md
- README.md
- README.md
- README.md
- README.md
- deal.py
- map1.py
- README.md
- reduce.py
- README.md
- mapper2.py
- README.md
- reducer1.py
- README.md
- README.md
- README.md
- airdelay_small.zip
- README.md
- used_cars_data.zip
- Distcomp-Tutorial.html
- Distcomp-Tutorial.md
- L00.1-Linux-Basics.ipynb
- L00.1-Linux-Basics.slides.html
- eg1.png
- eg2.png
- eg3.png
- google-first-computer.jpeg
- google-papers.png
- hadoop-architecture.png
- hadoop_ecosystem.png
- hdfs.png
- jupyter.png
- mapreduce-architecture.png
- mapreduce.png
- L01.1-Introduction-to-Distributed-Computing.ipynb
- L01.1-Introduction-to-Distributed-Computing.slides.html
- L01.2-Introduction-to-Hadoop.ipynb
- L01.2-Introduction-to-Hadoop.slides.html
- main.sh
- mapper.sh
- reducer.py
- main.sh
- mapper.sh
- GUST-FONT-LICENSE.TXT
- reducer.py
- main.sh
- mapper.py
- queries92w
- reducer.py
- argparse.py
- gtburl.py
- main.sh
- mapper.py
- reducer.py
- mapper.py
- reducer.py
- stock_day_avg.R
- stocks.txt
- GUST-FONT-LICENSE.txt
- reducer.py
- Basic_sytax.md
- key-value-example.png
- map-no-reduce.png
- mapreduce-key-value.png
- mapreduce-shuffle.png
- multi-reduce.png
- shuffle-sort.png
- single-reduce.png
- L02.1-Understanding-MapReduce.ipynb
- L02.2-MapReduce-with-Hadoop-Streaming.ipynb
- linear_random.csv
- simulation.R
- lm_mapper.py
- lm_reducer.py
- lm_run.sh
- lm_mapper.py
- lm_reducer.py
- lm_run.sh
- README.txt
- maplogit.py
- orangejuice.csv
- redulogit.py
- L03.1-Statistical-Modeling-with-MapReduce.slides.html
- L03.1-Statistics-with-Hadoop.ipynb
- L03.1-Statistics-with-Hadoop.slides.html
- L03.2-Statistical-Modeling-with-MapReduce.ipynb
- L03.2-Statistical-Modeling-with-MapReduce.slides.html
- 000000_0 1
- 000000_0 2
- 000000_0 3
- creatdb.hql
- creattb.hql
- readme.txt
- select1.hql
- select2.hql
- select3.hql
- stocks.txt
- hive-modules.png
- L04-Hive.ipynb
- L04-Hive.slides.html
- linecount_spark.py
- run_linecount.sh
- XTX_inv_RDD.py
- spark-cluster-overview.png
- spark-logistic-regression.png
- spark-runs-everywhere.png
- L05-Introduction-to-Spark-CN.slides.html
- L05.1-Introduction-to-Spark.ipynb
- L05.1-Introduction-to-Spark.slides.html
- L05.2-Datasets-and-Parallelization.ipynb
- L05.2-Datasets-and-Parallelization.slides.html
- employees.json
- people.csv
- people.json
- people.txt
- cluster-overview.png
- air_small.describe.txt
- L06.1-Structured-Data-Processing-with-Spark.ipynb
- L06.1-Structured-Data-Processing-with-Spark.slides.html
- L06.2-Working-with-Spark-DataFrame.ipynb
- L06.2-Working-with-Spark-DataFrame.slides.html
- sdummies.py
- sample_movielens_ratings.txt
- test.data
- 29.5.a_b_EGDP022204.jpg
- 54893.jpg
- DP153539.jpg
- DP802813.jpg
- not-image.txt
- BGRA.png
- BGRA_alpha_60.png
- chr30.4.184.jpg
- grayscale.jpg
- license.txt
- license.txt
- lpsa.data
- gmm_data.txt
- kmeans_data.txt
- pagerank_data.txt
- pic_data.txt
- sample_binary_classification_data.txt
- sample_fpgrowth.txt
- sample_isotonic_regression_libsvm_data.txt
- sample_kmeans_data.txt
- sample_lda_data.txt
- sample_lda_libsvm_data.txt
- sample_libsvm_data.txt
- sample_linear_regression_data.txt
- sample_movielens_data.txt
- sample_multiclass_classification_data.txt
- sample_svm_data.txt
- streaming_kmeans_data_test.txt
- logistic_single_sgd.py
- logistic_spark_ml.py
- ml-Pipeline.png
- L07.1-Machine-Learning-with-Spark.ipynb
- L07.1-Machine-Learning-with-Spark.slides.html
- L07.2-Text-Processing-with-Spark.ipynb
- L07.2-Text-Processing-with-Spark.slides.html
- file1.txt
- file2.txt
- file3.txt
- tmux.conf
- hdfs_wordcount.py
- network_wordcount.py
- output.out
- streaming-arch.png
- streaming-dstream-ops.png
- streaming-dstream-window.png
- streaming-dstream.png
- streaming-flow.png
- L08.1-Introduction-to-Spark-Streaming.ipynb
- L08.2-Spark-Streaming-in-Details.ipynb
- L09.1-Introduction-to-Scala.ipynb
- L09.1-Introduction-to-Scala.slides.html
- L09.2-Scala-for-Spark.ipynb
- L09.2-Scala-for-Spark.slides.html
- flights.csv
- L10.1-Statistical-Data-Visualization.ipynb
- L10.2-Spark-Visualization.ipynb
- darima.png
- dstats.png
- ms.png
- spark-github.png
- spark-ml.png
- spark.png
- L11.1-Devloping-Distributed-Models.html
- L11.1-Devloping-Distributed-Models.ipynb
- L11.1-Devloping-Distributed-Models.slides.html
- .gitattributes
- .gitignore
- Makefile
- README.md
- setup_rise.py
- setup_spark.sh
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