Allen Downey - Extremes, outliers, and GOATS: on life in a lognormal world | PyData Global 2023

แชร์
ฝัง
  • เผยแพร่เมื่อ 10 ก.ค. 2024
  • www.pydata.org
    The fastest runners are much faster than we expect from a Gaussian distribution, and the best chess players are much better. In almost every field of human endeavor, there are outliers who stand out even among the most talented people in the world. Where do they come from?
    In this talk, I present as possible explanations two data-generating processes that yield lognormal distributions, and show that these models describe many real-world scenarios in natural and social sciences, engineering, and business. And I suggest methods -- using SciPy tools -- for identifying these distributions, estimating their parameters, and generating predictions.
    PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.
    PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.
    00:00 Welcome!
    00:10 Help us add time stamps or captions to this video! See the description for details.
    Want to help add timestamps to our TH-cam videos to help with discoverability? Find out more here: github.com/numfocus/TH-camVi...
  • วิทยาศาสตร์และเทคโนโลยี

ความคิดเห็น • 2

  • @davidegerbaudo7218
    @davidegerbaudo7218 5 หลายเดือนก่อน

    Fantastic talk! Your clarity of thought is inspirational. A GOAT speaker :-)

  • @JR-gy1lh
    @JR-gy1lh 5 หลายเดือนก่อน

    What a fantastic talk!