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Applying topological data analysis and geometry-based ML

10M ago 28:24

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Highlights:

00:02:25 - Colleen’s motivation for writing a book, interdisciplinary collaborations, and explaining advanced mathematical tools in accessible ways.
00:08:44 - Journey from biology and social sciences to data science, and the integration of different mathematical tools in solving data problems.
00:14:13 - Overcoming imposter syndrome and the value of exploring beyond one's field.
00:15:02 - The importance of mentorship.
00:23:40 - Coping strategies for setbacks in academia and industry.

About the Guest:

Colleen Farrelly is an author and senior data scientist. Her research has focused on network science, topological data analysis, and geometry-based machine learning. She has a master's from the University of Miami and has experience in many fields, including healthcare, biotechnology, nuclear engineering, marketing, and education. Colleen wrote the book, The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R.

Mentions:

Connect with Colleen Farrelly on LinkedIn

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Margot Gerritsen on LinkedIn

Listen and Subscribe to the WiDS Podcast on Apple Podcasts,Google Podcasts,Spotify,Stitcher

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#Science #Tech #Professor Margot Gerritsen #Wids #Data Science #Machine Learning #Deep Learning #Algorithms #Artificial Intelligence #Stanford #Women In Tech #Women In Data #Podcasting Education #Stanford Women in Data Science (WiDS) initiative #Cindy Orozco Bohorquez

Applying topological data analysis and geometry-based ML

Women in Data Science Worldwide

45 subscribers

published 10M ago

MP3•单集首页

Highlights:

00:02:25 - Colleen’s motivation for writing a book, interdisciplinary collaborations, and explaining advanced mathematical tools in accessible ways.
00:08:44 - Journey from biology and social sciences to data science, and the integration of different mathematical tools in solving data problems.
00:14:13 - Overcoming imposter syndrome and the value of exploring beyond one's field.
00:15:02 - The importance of mentorship.
00:23:40 - Coping strategies for setbacks in academia and industry.

About the Guest:

Mentions:

Connect with Colleen Farrelly on LinkedIn

Connect with Us

Margot Gerritsen on LinkedIn

Listen and Subscribe to the WiDS Podcast on Apple Podcasts,Google Podcasts,Spotify,Stitcher

55集单集

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Applying topological data analysis and geometry-based ML

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Connect with Us

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Applying topological data analysis and geometry-based ML