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Applying topological data analysis and geometry-based ML
Manage episode 402431875 series 2706384
Contenido proporcionado por Stanford Women in Data Science (WiDS) initiative, Professor Margot Gerritsen, and Chisoo Lyons. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Stanford Women in Data Science (WiDS) initiative, Professor Margot Gerritsen, and Chisoo Lyons o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.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 episodios
Compartir
Manage episode 402431875 series 2706384
Contenido proporcionado por Stanford Women in Data Science (WiDS) initiative, Professor Margot Gerritsen, and Chisoo Lyons. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Stanford Women in Data Science (WiDS) initiative, Professor Margot Gerritsen, and Chisoo Lyons o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.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 episodios
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Similar a Women in Data Science
A science guy from the deep south (Destin) and a humanities guy from the wild west (Matt Whitman) discuss deep questions with varying levels of maturity.
…
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
Flash Forward is a show about possible (and not so possible) future scenarios. What would the warranty on a sex robot look like? How would diplomacy work if we couldn’t lie? Could there ever be a fecal transplant black market? (Complicated, it wouldn’t, and yes, respectively, in case you’re curious.) Hosted and produced by award winning science journalist Rose Eveleth, each episode combines audio drama and journalism to go deep on potential tomorrows, and uncovers what those futures might re ...
…
continue reading
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
Show notes are at https://stevelitchfield.com/sshow/chat.html
…
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
Everyone has a dream. But sometimes there’s a gap between where we are and where we want to be. True, there are some people who can bridge that gap easily, on their own, but all of us need a little help at some point. A little boost. An accountability partner. A Snooze Squad. In each episode, the Snooze Squad will strategize an action plan for people to face their fears. Guests will transform their own perception of their potential and walk away a few inches closer to who they want to become ...
…
continue reading
Seeking a healthier emotional life? It’s time to bring a trained psychologist and mental health expert along for the ride. Dr. Monica Johnson explains the why behind complex emotions, helps you form better relationships, and guides you down the path of self-understanding.
…
continue reading
Learn something new every day! Everything Everywhere Daily is a daily podcast for Intellectually Curious People. Host Gary Arndt tells the stories of interesting people, places, and things from around the world and throughout history. Gary is an accomplished world traveler, travel photographer, and polymath. Topics covered include history, science, mathematics, anthropology, archeology, geography, and culture. Past history episodes have dealt with ancient Rome, Phoenicia, Persia, Greece, Chi ...
…
continue reading
The award-winning Curiosity Daily podcast from CuriosityDaily.com will help you get smarter about the world around you. In less than 10 minutes, you’ll get a unique mix of research-based life hacks, the latest science and technology news, and more. Nate Bonham and Calli Gade will help you learn about your mind and body, outer space and the depths of the sea, and how history shaped the world into what it is today.Head to discovery+ to stream even more science content, from Animal Planet to Sc ...
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continue reading
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