Castability: The Podcast

105: Defining Data Science with Castability Data Scientist Lauren Neal

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Lauren Neal is a working actor and director who has completed her Master's degree in Data Science in order to innovate ways to apply machine learning to filmmaking. Committed to using data to create actionable feedback for actors and promote diversity, equity, and inclusion in casting, Lauren introduces the concept of Data Science in this episode. What is data science? What is big data? How is our data collected, and then used? Lauren answers all of this and more, and lets us all know what data we could be collecting today that could help us in our audition tomorrow.

— What is Data?

— "Big Data"
— ChatGPT + Lensa AI: How AI uses Data Science
— NLP (Natural Language Processing)
— LLMs (Large Language Models)
– The Data Science Algorithms Used By Streaming Services like Netflix and Social Media Platforms like Instagram
— The Actor's Dataset

Episode Resources:

  • How ChatGPT Works
  • Data Science at Netflix
  • Learn More About Lauren Neal Here

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    Castability: The PodcastBy The Castability App
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