Interactive Data Science Notebooks with Apache Zeppelin

18
Interactive Data Science Notebooks with Apache Zeppelin Georg Sorst CTO FINDOLOGIC

Transcript of Interactive Data Science Notebooks with Apache Zeppelin

Page 1: Interactive Data Science Notebooks with Apache Zeppelin

Interactive Data Science Notebooks

with Apache Zeppelin

Georg SorstCTO FINDOLOGIC

Page 2: Interactive Data Science Notebooks with Apache Zeppelin

Notebooks?▪

▪

▪

▪

▪

▪

▪

https://github.com/apache/zeppelin/blob/master/notebook/2A94M5J1Z/note.json
https://github.com/apache/zeppelin/blob/master/notebook/2A94M5J1Z/note.json
Page 3: Interactive Data Science Notebooks with Apache Zeppelin

Apache Zeppelin▪

▪

Page 4: Interactive Data Science Notebooks with Apache Zeppelin

Interpreters

Page 5: Interactive Data Science Notebooks with Apache Zeppelin

Interpreters▪

▪

▪

▪

▪

▪

▪

▪

▪

https://zeppelin.apache.org/docs/0.6.2/development/writingzeppelininterpreter.html#make-your-own-interpreter
https://zeppelin.apache.org/docs/0.6.2/development/writingzeppelininterpreter.html#make-your-own-interpreter
Page 6: Interactive Data Science Notebooks with Apache Zeppelin

Write & Show▪

▪

▪

▪

https://zeppelin.apache.org/docs/0.6.2/interpreter/markdown.html
https://zeppelin.apache.org/docs/0.6.2/interpreter/markdown.html
https://zeppelin.apache.org/docs/0.6.2/#data-visualization
https://zeppelin.apache.org/docs/0.6.2/#data-visualization
https://zeppelin.apache.org/docs/0.6.2/#pivot-chart
https://zeppelin.apache.org/docs/0.6.2/#pivot-chart
https://zeppelin.apache.org/docs/0.6.2/#dynamic-forms
https://zeppelin.apache.org/docs/0.6.2/#dynamic-forms
Page 7: Interactive Data Science Notebooks with Apache Zeppelin

Collaborate▪

https://zeppelin.apache.org/docs/0.6.2/#collaborate-by-sharing-your-notebook-paragraph
https://zeppelin.apache.org/docs/0.6.2/#collaborate-by-sharing-your-notebook-paragraph
Page 8: Interactive Data Science Notebooks with Apache Zeppelin

Store & Share▪

▪

▪

▪

−

https://zeppelin.apache.org/docs/0.6.2/storage/storage.html#notebook-storage-in-local-git-repository
https://zeppelin.apache.org/docs/0.6.2/storage/storage.html#notebook-storage-in-local-git-repository
https://zeppelin.apache.org/docs/0.6.2/storage/storage.html#notebook-storage-in-s3
https://zeppelin.apache.org/docs/0.6.2/storage/storage.html#notebook-storage-in-s3
https://zeppelin.apache.org/docs/0.6.2/storage/storage.html#notebook-storage-in-azure
https://zeppelin.apache.org/docs/0.6.2/storage/storage.html#notebook-storage-in-azure
https://www.zeppelinhub.com/viewer
https://www.zeppelinhub.com/viewer
https://www.zeppelinhub.com/viewer/notebooks/bm90ZTovL21pbmEvbWluYS1sb2NhbC9iN2FmMTcwY2Y1ZTM0MDE2OWI4YjkwNzQ2MmRkNGYxMi9ub3RlLmpzb24
https://www.zeppelinhub.com/viewer/notebooks/bm90ZTovL21pbmEvbWluYS1sb2NhbC9iN2FmMTcwY2Y1ZTM0MDE2OWI4YjkwNzQ2MmRkNGYxMi9ub3RlLmpzb24
https://www.zeppelinhub.com/viewer/notebooks/bm90ZTovL21pbmEvbWluYS1sb2NhbC9iN2FmMTcwY2Y1ZTM0MDE2OWI4YjkwNzQ2MmRkNGYxMi9ub3RlLmpzb24
https://www.zeppelinhub.com/viewer/notebooks/bm90ZTovL21pbmEvbWluYS1sb2NhbC9iN2FmMTcwY2Y1ZTM0MDE2OWI4YjkwNzQ2MmRkNGYxMi9ub3RlLmpzb24
Page 9: Interactive Data Science Notebooks with Apache Zeppelin

Publish▪

▪

Page 10: Interactive Data Science Notebooks with Apache Zeppelin

Demo▪▪▪

https://zeppelin.apache.org/docs/0.6.2/quickstart/tutorial.html#tutorial-with-streaming-data
https://zeppelin.apache.org/docs/0.6.2/quickstart/tutorial.html#tutorial-with-streaming-data
Page 11: Interactive Data Science Notebooks with Apache Zeppelin

Alternatives

Page 12: Interactive Data Science Notebooks with Apache Zeppelin

Zeppelin▪

▪

▪

▪

▪

▪

▪

▪

Page 13: Interactive Data Science Notebooks with Apache Zeppelin

IPython / Jupyter

Page 14: Interactive Data Science Notebooks with Apache Zeppelin

IPython / Jupyter▪

▪

▪

▪

▪

▪

Page 15: Interactive Data Science Notebooks with Apache Zeppelin

Mathematica

Page 16: Interactive Data Science Notebooks with Apache Zeppelin

Mathematica▪

▪

Page 17: Interactive Data Science Notebooks with Apache Zeppelin

Zeppelin Roadmap▪

▪

▪

▪

▪

▪

Page 18: Interactive Data Science Notebooks with Apache Zeppelin

Thanks

mailto:[email protected]
mailto:[email protected]
https://twitter.com/piefke_schorsch
https://twitter.com/piefke_schorsch

Enabling Apache Zeppelin and Spark for Data Science in the Enterprise

Enabling Apache Zeppelin and Spark for Data Science in the Enterprise

Apache Spark & Apache Zeppelin: Security for Enterprise Deployments

Apache Spark & Apache Zeppelin: Security for Enterprise Deployments

Scaling Data Science - Oracleenvironments (IDEs) and notebooks like Apache Zeppelin, RStudio, and Jupyter. Rather than require your team to code in a speciic language and environment,

Scaling Data Science - Oracleenvironments (IDEs) and notebooks like Apache Zeppelin, RStudio, and Jupyter. Rather than require your team to code in a speciic language and environment,

Apache Zeppelin, the missing component for the Spark eco-system

Apache Zeppelin, the missing component for the Spark eco-system

Apache zeppelin 0.7.0 helium

Apache zeppelin 0.7.0 helium

Explorez vos données avec apache zeppelin

Explorez vos données avec apache zeppelin

Data science lifecycle with Apache Zeppelin (incubating) · Data science lifecycle with Apache Zeppelin (incubating) NFLabs for ApacheCon ’15 EU. Content 1. Data science lifecycle

Data science lifecycle with Apache Zeppelin (incubating) · Data science lifecycle with Apache Zeppelin (incubating) NFLabs for ApacheCon ’15 EU. Content 1. Data science lifecycle

Explorez vos données présentes dans MongoDB avec Apache Zeppelin

Explorez vos données présentes dans MongoDB avec Apache Zeppelin

Toulouse Data Science meetup - Apache zeppelin

Toulouse Data Science meetup - Apache zeppelin

AI for the Digital Era - Oracle...Apache Zeppelin ML (OML –Oracle Machine Learning) 16 *Coming soon Oracle Machine Learning Notebooks Autonomous Database as a data science platform

AI for the Digital Era - Oracle...Apache Zeppelin ML (OML –Oracle Machine Learning) 16 *Coming soon Oracle Machine Learning Notebooks Autonomous Database as a data science platform

Intro to Big Data Analytics using Apache Spark and Apache Zeppelin

Intro to Big Data Analytics using Apache Spark and Apache Zeppelin

Apache Spark 1.6 with Zeppelin - Transformations and Actions on RDDs

Apache Spark 1.6 with Zeppelin - Transformations and Actions on RDDs

Albireo: An Interactive Tool for Visually Summarizing ...infovis.cs.vt.edu/sites/default/files/Albireo... · as Databricks [8], Apache Zeppelin [2], and Sage Notebooks [30] all share

Albireo: An Interactive Tool for Visually Summarizing ...infovis.cs.vt.edu/sites/default/files/Albireo... · as Databricks [8], Apache Zeppelin [2], and Sage Notebooks [30] all share

Data science lifecycle with Apache Zeppelin (incubating)

Data science lifecycle with Apache Zeppelin (incubating)

Data science lifecycle with Apache Zeppelin

Data science lifecycle with Apache Zeppelin

Deep dive on Security in Apache Spark & Apache Zeppelin

Deep dive on Security in Apache Spark & Apache Zeppelin

Big Data Viz (and much more!) with Apache Zeppelin

Big Data Viz (and much more!) with Apache Zeppelin

A gentle intro of Apache zeppelin

A gentle intro of Apache zeppelin

Apache Spark+Zeppelinでアドホックなネットワーク解析

Apache Spark+Zeppelinでアドホックなネットワーク解析

Using Apache Zeppelin - Cloudera · Spark" in the HDP Apache Spark guide. Configuring and Using Zeppelin Interpreters An Apache Zeppelin interpreter is a plugin that enables you to

Using Apache Zeppelin - Cloudera · Spark" in the HDP Apache Spark guide. Configuring and Using Zeppelin Interpreters An Apache Zeppelin interpreter is a plugin that enables you to