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Applying topological data analysis and geometry-based ML
Manage episode 402431875 series 2706384
Content provided by Stanford Women in Data Science (WiDS) initiative, Professor Margot Gerritsen, and Chisoo Lyons. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Stanford Women in Data Science (WiDS) initiative, Professor Margot Gerritsen, and Chisoo Lyons or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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
Related Links:
The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R
Connect with Us
Margot Gerritsen on LinkedIn
Listen and Subscribe to the WiDS Podcast on Apple Podcasts,Google Podcasts,Spotify,Stitcher
52 episodes
Share
Manage episode 402431875 series 2706384
Content provided by Stanford Women in Data Science (WiDS) initiative, Professor Margot Gerritsen, and Chisoo Lyons. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Stanford Women in Data Science (WiDS) initiative, Professor Margot Gerritsen, and Chisoo Lyons or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
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
Related Links:
The Shape of Data: Geometry-Based Machine Learning and Data Analysis in R
Connect with Us
Margot Gerritsen on LinkedIn
Listen and Subscribe to the WiDS Podcast on Apple Podcasts,Google Podcasts,Spotify,Stitcher
52 episodes
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Similar to Women in Data Science
Interviews with mathematics education researchers about recent studies. Hosted by Samuel Otten, University of Missouri. www.mathedpodcast.com Produced by Fibre Studios
…
continue reading
Embedded is the show for people who love gadgets. Making them, breaking them, and everything in between. Weekly interviews with engineers, educators, and enthusiasts. Find the show, blog, and more at embedded.fm.
…
continue reading
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…
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Discover a whole new take on Artificial Intelligence with Squirro's educational podcast! Join host Lauren Hawker Zafer, a top voice in Artificial Intelligence on LinkedIn, for insightful chats that unravel the fascinating world of tech innovation, use case exploration and AI knowledge. Dive into candid discussions with accomplished industry experts and established academics. With each episode, you'll expand your grasp of cutting-edge technologies and their incredible impact on society, and y ...
…
continue reading
PT Inquest is an online journal club. Hosted by Jason Tuori, Megan Graham, and Chris Juneau, the show looks at an article every week and discusses how it applies to current physical therapy practice.
…
continue reading
TED is a nonprofit devoted to ideas worth spreading. On this video feed, you'll find TED Talks to inspire, intrigue and stir the imagination from some of the world's leading thinkers and doers, speaking from the stage at TED conferences, TEDx events and partner events around the world. This podcast is also available in high-def video and audio-only formats.
…
continue reading
Every weekday, TED Talks Daily brings you the latest talks in audio. Join host and journalist Elise Hu for thought-provoking ideas on every subject imaginable — from Artificial Intelligence to Zoology, and everything in between — given by the world's leading thinkers and creators. With TED Talks Daily, find some space in your day to change your perspectives, ignite your curiosity, and learn something new.
…
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Join Jonathan Van Ness (Queer Eye) each week as they explore everything under (and sometimes beyond!) the sun with scientists, historians, activists, entertainers, and other brilliant guest experts. New episodes of Getting Curious drop on Wednesdays. On Mondays, join us for Pretty Curious. our podcast on all things beauty! Subscribe to Extra Curious for exclusive episodes of Ask JVN, where Jonathan's answering your questions about sex, dating, and more. You can follow Getting Curious on Inst ...
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Five-time winner of Best Education Podcast in the Podcast Awards. Grammar Girl provides short, friendly tips to improve your writing and feed your love of the English language. Whether English is your first language or your second language, these grammar, punctuation, style, and business tips will make you a better and more successful writer. Grammar Girl is a Quick and Dirty Tips podcast.
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