Remove writing retrospective-2020
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Xavier Amatriain’s Machine Learning and Artificial Intelligence 2019 Year-end Roundup

KDnuggets

It is an annual tradition for Xavier Amatriain to write a year-end retrospective of advances in AI/ML, and this year is no different. Gain an understanding of the important developments of the past year, as well as insights into what expect in 2020.

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A Quick Recap of Natural Language Processing

Mlearning.ai

In retrospect, we were slightly ahead of our time because of what came next. As I write this, the bert-base-uncasedmodel on HuggingFace has been downloaded over 53 million times in the last month alone! billion parameters, and then GPT-3 arrived in 2020 with a whopping 175 billion parameters!! GPT-2 released with 1.5

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On Becoming a VP of Engineering, Part 1: The Path to VP

Hacker News

In February of 2020, I was promoted from Director of Engineering to Honeycomb’s first VP of Engineering. But since 2020, I’ve noticed how little candid writing there is about paths to the VPE role or what the job is really like.* I’ll save writing about those for my post-IPO Honeycomb screenplay.)

Database 117
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A guide for finding product-market fit

Hacker News

Here’s Spenser Skates ’s (co-founder and CEO of Amplitude) hard-won lesson: “We spent about a year building, when in retrospect, we should have spent half that time talking to customers. To our surprise, users started writing to us asking, ‘Can we pay for this?’

Analytics 181
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A 50-Year Quest: My Personal Journey with the Second Law of Thermodynamics

Hacker News

And I spent much of the summer of 1972 writing my own (unseen by anyone else for 30+ years) Concise Directory of Physics that included a rather stiff page about energy, mentioning entropy—along with the heat death of the universe. For a couple of months I didn’t look seriously at the book.