Vanishing Gradients

Episode 17: End-to-End Data Science


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Hugo speaks with Tanya Cashorali, a data scientist and consultant that helps businesses get the most out of data, about what end-to-end data science looks like across many industries, such as retail, defense, biotech, and sports, including
scoping out projects,
figuring out the correct questions to ask,
how projects can change,
delivering on the promise,
the importance of rapid prototyping,
what it means to put models in production, and
how to measure success.
And much more, all the while grounding their conversation in real-world examples from data science, business, and life.
In a world where most organizations think they need AI and yet 10-15% of data science actually involves model building, it’s time to get real about how data science and machine learning actually deliver value!
LINKS
Tanya on Twitter (https://twitter.com/tanyacash21)
Vanishing Gradients on YouTube (https://www.youtube.com/channel/UC_NafIo-Ku2loOLrzm45ABA)
Saving millions with a Shiny app | Data Science Hangout with Tanya Cashorali (https://youtu.be/qdAroyFRFCg)
Our next livestream: Research Data Science in Biotech with Eric Ma (https://www.eventbrite.com/e/research-data-science-in-biotech-tickets-550400882857?aff=fs)

This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit hugobowne.substack.com
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Vanishing GradientsBy Hugo Bowne-Anderson

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