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Bias
Trending Data Science Topics & Tools for 2020

Trending Data Science Topics & Tools for 2020

Featured PostApacheAutoMLBiasfacial recognitionMLOpsposted by ODSC Team July 21, 2020

As the entire world has entered a paradigm shift in 2020 due to the virus, trends across every industry may have changed to meet these changing times. In data science and AI, many practitioners and researchers have had to shift their focus to meet the demands... Read more
Gender and Artificial Intelligence

Gender and Artificial Intelligence

OpinionBiasGenderposted by Ambar Kleinbort February 10, 2020

Society’s view of gender is at a critical point. The same is true for AI. So, how are these issues intersecting and what challenges are we facing in the realm of gender and artificial intelligence? 1.... Read more
How to Reduce AI Bias in Hiring

How to Reduce AI Bias in Hiring

Business + ManagementBiasHiringposted by Elizabeth Wallace, ODSC December 24, 2019

How to reduce AI bias in hiring. If this title causes you some discomfort, that’s probably a good thing. We tend to view our computer tools and algorithms as free of the destructive biases we have as humans. In reality, our algorithms often mirror the unconscious... Read more
AI Gender Bias in Credit: Apple Pay Card and Goldman Sachs

AI Gender Bias in Credit: Apple Pay Card and Goldman Sachs

AI and Data Science NewsFeatured PostAppleBiasposted by ODSC Team November 12, 2019

Over the past couple of years, we’ve become much more aware of the ways in which bias can negatively influence our AI algorithms, such as with AI gender bias. Despite companies’ best efforts to prevent bias in their models, however, bias is always present in our... Read more
ODSC West 2019 Keynote Rachel Thomas on Algorithmic Bias

ODSC West 2019 Keynote Rachel Thomas on Algorithmic Bias

ConferencesFeatured PostBiasWest 2019posted by ODSC Team November 11, 2019

As algorithms are increasingly used in ways that affect daily life, the issue of algorithmic bias becomes ever more important. In her keynote address at ODSC West 2019, Rachel Thomas, co-founder of fast.ai and director of the University of San Francisco Center for Applied Data Ethics,... Read more
Diversity in Data Science: An In-Depth Look at the “Why” and “How”

Diversity in Data Science: An In-Depth Look at the “Why” and “How”

Data Science for GoodFeatured PostOpinionBiasdiversityposted by ODSC Team October 10, 2019

Ask anyone for a list of “buzzwords” and diversity is bound to show up high on the list. As a society, we’ve been discussing it for years; even the tech and data science industries come under scrutiny. In this article, we’ll dive deep into what diversity... Read more
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