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
  • 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
  • 2150 GmbH | Distilling business insight. Goldsponsor
  • adesso AG Goldsponsor
  • BE-terna GmbH Deutschland Goldsponsor
  • blueforte GmbH Goldsponsor
  • CIMACON GmbH Goldsponsor
  • Confluent Goldsponsor
  • EVACO GmbH Goldsponsor
  • heureka e-Business GmbH Goldsponsor
  • infologistix GmbH Goldsponsor
  • INFORM DataLab Goldsponsor
  • INFORMATION WORKS GmbH Goldsponsor
  • Marmeladenbaum GmbH Goldsponsor
  • OPITZ CONSULTING Goldsponsor
  • PROCON IT AG Goldsponsor
  • SYCOR GmbH Goldsponsor
  • Syncwork AG Goldsponsor
  • Vertica Goldsponsor
  • Alligator Company Silbersponsor
  • AnalyticsCreator Solutions GmbH Silbersponsor
  • areto consulting GmbH Silbersponsor
  • Axians IT Solutions GmbH Silbersponsor
  • bluetelligence GmbH Silbersponsor
  • BSgroup Data Analytics AG Silbersponsor
  • cimt ag Silbersponsor
  • Data Insights GmbH Silbersponsor
  • DataMerlin Silbersponsor
  • dataspot GmbH 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
  • Data Reasons Start-Up