├── .gitignore ├── .travis.yml ├── LICENSE ├── README.md ├── ch02-intro ├── pom.xml └── src │ └── main │ └── scala │ └── com │ └── cloudera │ └── datascience │ └── intro │ └── RunIntro.scala ├── ch03-recommender ├── pom.xml └── src │ └── main │ └── scala │ └── com │ └── cloudera │ └── datascience │ └── recommender │ └── RunRecommender.scala ├── ch04-rdf ├── pom.xml └── src │ └── main │ └── scala │ └── com │ └── cloudera │ └── datascience │ └── rdf │ └── RunRDF.scala ├── ch05-kmeans ├── pom.xml └── src │ └── main │ ├── R │ └── kmeans-visualization.R │ └── scala │ └── com │ └── cloudera │ └── datascience │ └── kmeans │ └── RunKMeans.scala ├── ch06-lsa ├── pom.xml └── src │ └── main │ ├── resources │ ├── core-site.xml │ └── stopwords.txt │ └── scala │ └── com │ └── cloudera │ └── datascience │ └── lsa │ ├── AssembleDocumentTermMatrix.scala │ └── RunLSA.scala ├── ch07-graph ├── pom.xml └── src │ └── main │ └── scala │ └── com │ └── cloudera │ └── datascience │ └── graph │ └── RunGraph.scala ├── ch08-geotime ├── pom.xml └── src │ └── main │ ├── resources │ └── nyc-boroughs.geojson │ └── scala │ └── com │ └── cloudera │ └── datascience │ └── geotime │ ├── GeoJson.scala │ ├── RichGeometry.scala │ └── RunGeoTime.scala ├── ch09-risk ├── data │ ├── download-all-symbols.sh │ ├── download-symbol.sh │ ├── factors.zip │ ├── stocks.zip │ └── symbols.txt ├── pom.xml └── src │ └── main │ └── scala │ └── com │ └── cloudera │ └── datascience │ └── risk │ └── RunRisk.scala ├── ch10-genomics ├── README.md ├── pom.xml └── src │ └── main │ ├── python │ └── pwm.py │ └── scala │ └── com │ └── cloudera │ └── datascience │ └── genomics │ └── RunTFPrediction.scala ├── ch11-neuro ├── README.md ├── fish-long │ ├── SUCCESS │ ├── conf.json │ ├── image-00000.bin │ ├── image-00001.bin │ ├── image-00002.bin │ ├── image-00003.bin │ ├── image-00004.bin │ ├── image-00005.bin │ ├── image-00006.bin │ ├── image-00007.bin │ ├── image-00008.bin │ ├── image-00009.bin │ ├── image-00010.bin │ ├── 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