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William Vorhies's Blog – September 2020 Archive (3)

Is BERT Always the Better Cheaper Faster Answer in NLP? Apparently Not.

Summary: Since BERT NLP models were first introduced by Google in 2018 they have become the go-to choice.  New evidence however shows that LSTM models may widely outperform BERT meaning you may need to evaluate both approaches for your NLP project.

 

Over the last year or two, if you needed to bring in an NLP…

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Added by William Vorhies on September 21, 2020 at 12:28pm — No Comments

The Simple Easy Solution for Eliminating Bias from Models

Summary: This is a discussion of social injustice, real or perceived, promulgated or perpetuated by machine learning models.  We propose a simple solution based on wide spread misunderstanding of what ML models can do.

 

This is a discussion of social injustice, real or perceived, promulgated or perpetuated by…

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Added by William Vorhies on September 11, 2020 at 1:38pm — No Comments

Data Science Opportunities in the Age of COVID

Summary:  The annual Burtch Works salary survey with data through April shows that opportunities and salaries are still excellent for both new and experienced data scientists.  They also offer some anecdotal observations about the impact of the first few months of COVID on our work and opportunities.

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Added by William Vorhies on September 1, 2020 at 8:00am — No Comments

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