DiscoverVanishing GradientsEpisode 17: End-to-End Data Science
Episode 17: End-to-End Data Science

Episode 17: End-to-End Data Science

Update: 2023-02-17
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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!



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Episode 17: End-to-End Data Science

Episode 17: End-to-End Data Science

Hugo Bowne-Anderson