We’ve listed common types of data bias in machine learning to help you analyze and understand where it happens, and what you can do about it. (more…)
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Abstract. Machine learning is a branch of computer science that has the potential to transform epidemiologic sciences. Amid a growing focus on “Big Data,” it o... (more…)
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Open source platform for the machine learning lifecycle - mlflow/mlflow... (more…)
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As machine learning increasingly affects people and society, it is important
that we strive for a comprehensive and unified understanding of potential
sources of unwanted consequences. For instance, downstream harms to particular
groups are often blamed o... (more…)
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This guide intends to be a collection of resources on Machine Learning and Deep Learning, organized in a sequencial manner for any Software Engineer. (more…)
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