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SIGS DATACOM Fachinformationen für IT-Professionals

SOFTWARE MEETS BUSINESS:
Die Konferenz für Software-Architektur
05. - 09. Februar 2018, München

Sessionsdetails

Vortrag: Di 1.3
Datum: Di, 26.06.2018
Uhrzeit: 14:45 - 16:15
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Beyond Jupyter Notebooks: Build your own Data Science Platform in less than 1 hour

Uhrzeit: 14:45 - 16:15
Vortrag: Di 1.3

 

Interactive notebooks like Jupyter have become more and more popular in the recent past and build the core of many data scientist's workplace.
Being accessed via web browser they allow scientists to easily structure their work by combining code and documentation.
Yet notebooks often lead to isolated and disposable analysis artifacts.
Keeping the computation inside those notebooks does not allow for convenient concurrent model training, model exposure or scheduled model retraining.
Those issues can be addressed by taking advantage of recent developments in the discipline of software engineering.
Over the past years containerization became the technology of choice for crafting and deploying applications.
Building a data science platform that allows for easy access (via notebooks), flexibility and reproducibility (via containerization) combines the best of both worlds and addresses Data Scientist's hidden needs.

Target Audience: Data Scientists, Data Engineers, Pragmatists, People interested in Machine Learning & Data Science
Prerequisites: eager interest in machine learning, data science and open source
Level: Advanced

 

Sponsoren der OOP 2018

  • Accenture Technology Solutions GmbH Goldsponsor
  • Atlassian Goldsponsor
  • German Testing Board e.V. Goldsponsor
  • Intel Software Goldsponsor
  • Volkswagen Goldsponsor
  • andrena objects ag Silbersponsor
  • AppDynamics Silbersponsor
  • IBM Deutschland GmbH Silbersponsor
  • ITech Progress GmbH Silbersponsor
  • Microsoft Deutschland GmbH Silbersponsor
  • Ab Initio Software Germany GmbH Bronzesponsor
  • adesso AG Bronzesponsor
  • agile42 GmbH Bronzesponsor
  • Axway GmbH Bronzesponsor
  • Capgemini Bronzesponsor
  • Carl Zeiss Digital Innovation AG Bronzesponsor
  • DEUTSCHE TELEKOM AG Bronzesponsor
  • innoQ Deutschland GmbH Bronzesponsor
  • iteratec GmbH Bronzesponsor
  • New Relic Bronzesponsor
  • Novatec Consulting GmbH Bronzesponsor
  • OPEN KNOWLEDGE GmbH Bronzesponsor
  • OPITZ CONSULTING GmbH Bronzesponsor
  • Servicetrace GmbH Bronzesponsor
  • ThoughtWorks Deutschland GmbH Bronzesponsor
  • XebiaLabs Bronzesponsor
  • AI Spektrum Partner
  • Bitkom e.V. Partner
  • Business Application Research Center - BARC GmbH Partner
  • JavaSPEKTRUM Partner
  • OBJEKTspektrum Partner
  • TDWI e.V. Partner