Python at City Scale - Hunter Owens
415 views · Published 29 November 2018 · 43:20 · Indexed 19 October 2026
Channel: PyData · 2018 · Science & Technology
PyData LA 2018 This is a short technical deep dive into a few different projects where the City of Los Angeles is using Python to help residents. 1) Predicting Displacement using Scikit Learn and Pandas 2) Counting Bicyclists and Pedestrians with Machine Vision 3) Scaling City Data Systems with Airflow. Each of these projects details how the City of LA is powered with Python. --- www.pydata.org 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 YouTube videos to help with discoverability? Find out more here: https://github.com/numfocus/YouTubeVideoTimestamps
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