What We’re Reading: 2/8/21
Blog post from Comet
This week's recommendations from the Comet team encompass a variety of intriguing topics, including a humorous exploration of using GPT-3 to automate SQL query generation for business questions, and insights into computing accurate quantiles using t-Digests that maintain accuracy even with skewed data. The content delves into the intersection of BERT models and biology, presenting an analysis of attention mechanisms in protein language models and a 3D visualization of protein structures. Additionally, it highlights advancements in neural processes for regression tasks, which enhance prediction accuracy and training speed. The suggestions also include a short course on the ethical considerations in data science, providing a foundational understanding through accessible slides and readings. Finally, readers are encouraged to engage with the data science community through events like Sunday morning office hours hosted by Harpreet Sahota.
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