Beyond the Buzzwords, with Katherine Munro

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Seven practical resources for building effective LLM applications
And one not at all practical, but totally awesome one.
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Katherine Munro 👩‍💻
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Yes, you still need old-school NLP skills in "the age of ChatGPT"
 • Katherine Munro 👩‍💻
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Resources Roundup: Making graphs that don’t suck.
 • Katherine Munro 👩‍💻
Resources Roundup: So... maths is cool now? A dive into data literacy.
Yes, you still need old-school NLP skills in "the age of ChatGPT"
Large Language Models have their strengths, but for many production problems, simpler techniques are faster, cheaper, and just as effective.
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Katherine Munro 👩‍💻
1
Resources Roundup: She didn't just say what I think she did, did she?
A selection of unpopular, unexpected, or unusual takes on data science, analytics and machine learning.
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Katherine Munro 👩‍💻
Resources Roundup: So... maths is cool now? A dive into data literacy.
Inspiring and informative resources to help you build data literacy for yourself, your coworkers, and your organisation.
Resources Roundup: Using data to make people care, listen, and act
Resources for telling effective data stories, and a bad dashboard drinking game
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Katherine Munro 👩‍💻
Never tell a developer they're doing great: Lessons from a Data & AI Leadership Conference
On scaling engineering teams; the sexiest new job in AI; and why data is LEGO... or is it... pizza?
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Katherine Munro 👩‍💻
Resources Roundup: Making graphs that don’t suck.
A few of my favourite resources, and something to make you stop and think.
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Katherine Munro 👩‍💻
Resources Roundup: Algorithmic bias, testing your preconceptions, and how to help build gender equality
A not-quite-buzzfeed quiz to check your biases; an intro to critical algorithm studies; and ideas for enabling ethical developers.
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Katherine Munro 👩‍💻
Beyond the Buzzwords, with Katherine Munro
Beyond the Buzzwords, with Katherine Munro
AI, big data, neural networks, ML... the list of buzzwords is as long as it is hyped. I'm a data scientist, author and teacher, and while I love this domain, I'm sick of the bluffing and the bla bla. I'll give it to you short or clear. Hopefully both.
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Beyond the Buzzwords, with Katherine Munro

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