xkcd.com/2295/

A sentence that excites me: “Machine learning model in production”

👀 techcrunch.com/2020/10/08/gri…

You learn by doing. If you do more, you learn more. So the speed at which you do things matters. Learning software shortcuts, learning to type fast -- anything that makes you move faster in your target activity -- makes you level up faster.

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Keep in mind... “Security and privacy are the aspects of machine learning solutions that are often ignored until they become a problem.”

“...start A/B testing. The truth lies in real-life responses.”

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So beautiful...

Data professionals take note: having conversations is an important part of #analytics and #DataScience. There's much more to this career than just code and numbers, so working on your people skills is key! bit.ly/quaesita_ytcol…

Nice words.

"The fewer the facts, the stronger the opinion." Arnold H. Glasow

Data product is like a wine, get better with age.

One way to think of the Markov assumption: The future is independent of the past, given the present.

Great article. jacobian.org/2021/jan/5/des…

As a data scientist and a PhD candidate in statistics, it's good to know 😆 statweb.stanford.edu/~tibs/stat315a…

"There is sometimes a hard line between machine learning research and engineering, but this can be counter-productive for long-term system health." (Sculley, D.; et al. 2015)

A pattern you see at companies and in people's lives: - Identify a problem/need - Develop an inadequate solution - Never fix it or replace it because that space is now occupied ("we already have a product for that...") Keep exploring

Todo código legado costuma “estar bom” até precisar da primeira manutenção.

medium.com/gbtech/t%C3%B3…