TDWI Konferenz 2020

München, 26. – 28. Oktober 2020


Vortrag: Di 3.3
Datum: Di, 23.06.2020
Uhrzeit: 14:45 - 16:15

Data Science Workbenches and Machine Learning Automation - New Technologies for Agile Data Science

Uhrzeit: 14:45 - 16:15
Vortrag: Di 3.3


This session looks at how data science workbenches and machine learning automation tools can help business analysts to become data scientists and so meet the demand of business

Target Audience: CDO, Head of Analytics, Data Scientist, Business Analysts, CIO
Prerequisites: Basic understanding of Data Science
Level: Advanced

Extended Abstract
The demand for analytics is now almost everywhere in the business. Analytics are needed in sales, marketing and self-service, finance, risk, operations, supply chain and even HR. However, the current shortage of data scientists and the reliance on detailed skills such as programming, has led many corporate executives to question current approaches to development of high value analytical models and ask if they can be accelerated in any way to improve agility and reduce time to value. This session looks at this problem in detail and at how emerging data science workbenches and machine learning automation tools can help reduce the reliance on highly skilled data scientists and allow business analysts to become data scientists and so meet the demand of business

  • The explosion in demand for analytics
  • Data science and the modern analytical ecosystem
  • Challenges with current approaches to analytics
  • Requirements to reduce time to value and accelerate development of analytical models
  • Improving productivity by integrating information catalogs and data science workbenches, e.g. Amazon SageMaker, Cloudera CDP Machine Learning, IBM Watson Studio Microsoft, Azure ML Service
  • Accelerating model development, monitoring and model refresh using ML automation tools, e.g. DataRobot, SAS, Dataiku Data Science Studio, Big Squid
  • Facilitating rapid analytics deployment via analytics as a service to maximise effectiveness and competitive edge


Sponsoren TDWI München 2020

  • Ab Initio Software Germany GmbH Platinsponsor
  • Adastra GmbH Platinsponsor
  • Data Virtuality GmbH Platinsponsor
  • Denodo Technologies Platinsponsor
  • Exasol Platinsponsor
  • INFOMOTION GmbH Platinsponsor
  • itelligence AG Platinsponsor
  • NTT DATA Deutschland Platinsponsor
  • pmOne Group Platinsponsor
  • Qlik Platinsponsor
  • SAP Deutschland SE & Co. KG Platinsponsor
  • Sopra Steria Platinsponsor
  • Talend Germany GmbH Platinsponsor
  • Teradata GmbH Platinsponsor
  • Trivadis GmbH Platinsponsor
  • 2150 GmbH | Distilling business insight. Goldsponsor
  • adesso AG Goldsponsor
  • Alation Goldsponsor
  • BE-terna GmbH Deutschland Goldsponsor
  • blueforte GmbH Goldsponsor
  • CIMACON GmbH Goldsponsor
  • CP Corporate Planning AG Goldsponsor
  • Dataiku Goldsponsor
  • erwin, Inc. Goldsponsor
  • EVACO GmbH Goldsponsor
  • heureka e-Business GmbH Goldsponsor
  • infologistix GmbH Goldsponsor
  • INFORM DataLab Goldsponsor
  • INFORMATION WORKS GmbH Goldsponsor
  • integration-factory GmbH & Co. KG Goldsponsor
  • Marmeladenbaum GmbH Goldsponsor
  • Neo4j Goldsponsor
  • OPITZ CONSULTING Goldsponsor
  • PROCON IT AG Goldsponsor
  • SYCOR GmbH Goldsponsor
  • Syncwork AG Goldsponsor
  • TIBCO Goldsponsor
  • Vertica Goldsponsor
  • Alligator Company Silbersponsor
  • areto consulting GmbH Silbersponsor
  • Axians IT Solutions GmbH Silbersponsor
  • biGENiUS Silbersponsor
  • bluetelligence GmbH Silbersponsor
  • BSgroup Data Analytics AG Silbersponsor
  • cimt ag Silbersponsor
  • CINTELLIC Consulting Group Silbersponsor
  • Data Insights GmbH Silbersponsor
  • DataMerlin Silbersponsor
  • dataspot GmbH Silbersponsor
  • datasqill - The Post-ETL Silbersponsor
  • Disy Informationssysteme GmbH Silbersponsor
  • DWH42 Silbersponsor
  • Genesee Academy Silbersponsor
  • graphomate GmbH Silbersponsor
  • m2data Silbersponsor
  • PRODATO Integration Technology GmbH Silbersponsor
  • QuinScape GmbH Silbersponsor
  • saracus consulting GmbH Silbersponsor
  • Solecon Silbersponsor
  • sonra Silbersponsor