TDWI Konferenz 2020

München, 26. – 28. Oktober 2020

Sessionsdetails

Vortrag: KeyDi
Datum: Di, 27.10.2020
Uhrzeit: 12:15 - 13:15
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Eliminating Bias in the Deployment of Machine Learning

Uhrzeit: 12:15 - 13:15
Vortrag: KeyDi

 

The primary source of bias in machine learning is not in the algorithms deployed, but rather the data used as input to build the predictive models.  In this talk we will discuss why this is a huge problem and what to do about it.  Different sources of bias will be identified along with possible solutions for remedying the situation when deploying machine learning.  We will also speak about the importance of transparency when using machine learning to predict outcomes that impact critical decisions.   

  • Learn why most predictive models are biased.
  • Learn about the sources of bias in predictive models.
  • Learn how to reduce the negative impact of potential bias in predictive models.

 

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