<span class="translation_missing" title="translation missing: en.options.workshop">workshop</span>: Integrating fairness into machine learning applications
How to ensure that your ML application produces results that comply with your ethical standards
Ethics and fairness of Machine Learning applications are becoming increasingly important in the world of Data Science.
During this workshop, you will learn hands-on how to incorporate fairness metrics into your ML applications to ensure that your projects comply with ethical standards and policies.
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How do we make sure that our meticulously trained algorithm does not discriminate against certain groups of people or individuals? How do we force our ML product to comply with ethical standards and local policies? These questions are becoming ever more important, given the ubiquitous adoption of data-driven applications.
During this workshop, you will get the chance to experience hands-on how to deal with biased data leading to biased algorithms. You will learn what methods are being used in the industry to produce ethical ML applications and how you can use these tools in your own Data Science projects.
Info
Day:
2023-10-21
Start time:
14:00
Duration:
03:00
Room:
HG D 3.1
Links:
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