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…
Read more »Mike Procopio, Senior Staff Software Engineer, Google…
Read more »In the context of science, the well-known adage “a picture is worth a thousand words” might well be “a model is worth a thousand datasets.” Scientific models, such as Newtonian physics or biological gene regulatory networks, are human-driven simplificatio…
Read more »Professional Certificate programs are a series of courses designed by industry leaders and top universities to build and enhance critical professional skills needed to succeed in today’s most in-demand fields.
Read more »Build a Machine Learning Solution Without Machine Learning Knowledge…
Read more »Wed, Aug 19, 2020, 6:30 PM: Apache Kylin is an open source analytical data warehouse that has made interactive big data analytics possible. It does so by combining data warehouse and big data technolo…
Read more »A survey of over 19,000 data professionals showed that nearly 2/3rds of respondents said they analyze data to influence product/business decisions. Only 1/4 of respondents said they do research to advance the state of the art of machine learning.
Read more »Tools & techniques for handling data when it’s imbalanced…
Read more »This blog post is my attempt to give an overview of the sub-field of machine learning interpretability. I do not intend for this post to be necessarily comprehensive, but my goal is to review conceptual frameworks, existing research, and future directions…
Read more »GPT-3 is the biggest lookup table ever built. Are you still scared now?
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