Women in Data Science Worldwide

Professor Margot Gerritsen, Chisoo Lyons
  • 4.8(46개의 평가)
  • 교육

Leading women in data science share their work, advice, and lessons learned along the way. Hear how data science is being applied and having impact across domains— from healthcare to finance to climate change and more. Join our community: community.widsworldwide.org.

  1. Navigating Career Transitions: From Academia to Product Management with Sohini Sakhar

    2월 26일

    Navigating Career Transitions: From Academia to Product Management with Sohini Sakhar

    Highlights Time at Mathworks (17:27)Being a team leader (18:52)Staying in touch with the technical side (20:04)Advice (27:07)Bio Sohini Sarkar is a Principal Product Manager and a Senior Team Lead at MathWorks. Her career started with earning a Ph.D. in Civil Engineering and then working on DOE and EPA projects as a postdoctoral researcher. She has held various positions at Dassault Systèmes, ranging from a solution consultant to a market and competitive intelligence analyst, concurrently earning her MBA. Currently at MathWorks, Sohini focuses on established areas such as Math, Statistics, Optimization, and Machine Learning, to more emerging technologies such as Quantum Computing, Large Language Modeling and Generative AI, as well as Scientific Machine Learning. Connect with Sohini Sohini Sarkar on Linkedin Connect with Us Chisoo Lyons on LinkedIn Follow WiDS on LinkedIn (@Women in Data Science (WiDS) Worldwide), Twitter (@WiDS_Worldwide), Facebook (WiDSWorldwide), and Instagram (wids_worldwide) Listen and Subscribe to the WiDS Podcast on Apple Podcasts, Google Podcasts, Spotify, Stitcher

    30분
  2. Predicting Responsibly: Claudia Perlich on AI, Bias, and the Art of Data Science

    1월 16일

    Predicting Responsibly: Claudia Perlich on AI, Bias, and the Art of Data Science

    Predictive Modeling (4:15) Human judgement and processes (14:06)Imperfection in models (21:40)Bio Claudia Perlich is Managing Director and Head of Strategic Data Science for Investment Management at Two Sigma, where she has worked for seven years. In this role, Claudia is responsible for developing innovative alpha strategies at the intersection of alternative data, thematic hypotheses and machine learning in public markets. Claudia joined Two Sigma from Dstillery, an AI ad targeting company, where she worked as Chief Scientist. Claudia began her career in data science at the IBM Watson Research Center, concentrating on research in data analytics and machine learning for complex real-world domains and applications. Since 2011, Claudia has served as an adjunct professor teaching Data Mining in the M.B.A. program at New York University’s Stern School of Business. Claudia received a Ph.D. in Information Systems from Stern School of Business, New York University, holds an M.S. of Computer Science from Colorado University and a B.S. in Computer Science from Technical University Darmstadt, Germany.   Connect with Claudia Claudia Perlich on Linkedin Connect with Us Margot Gerritsen on LinkedIn Follow WiDS on LinkedIn (@Women in Data Science (WiDS) Worldwide), Twitter (@WiDS_Worldwide), Facebook (WiDSWorldwide), and Instagram (wids_worldwide) Listen and Subscribe to the WiDS Podcast on Apple Podcasts, Google Podcasts, Spotify, Stitcher

    46분
  3. Navigating Curiosity to Leadership in Tech

    2024. 12. 18.

    Navigating Curiosity to Leadership in Tech

    Highlights Vulnerability and honesty in leadership (12:07)Finding leaders who are willing to take risks on talent (13:48)Bio Maritza is an engineering manager at Klaviyo, where she leads a team focused on creating tools that help marketers better understand and optimize their campaign and flow performance. She enjoys collaborating with her team to develop solutions that provide clear, actionable insights for users. Before joining Klaviyo, Maritza worked at startups in the clinical trial management and natural language processing (NLP) sectors, where she gained experience in applying software to solve practical challenges. She began her career as a research assistant in a computational neuroimaging lab, where she was introduced to software development through the lab's open-source projects. This experience sparked her interest in using technology to address real-world problems. Outside of work, Maritza enjoys knitting, though much of her time is happily spent caring for her 1- and 3-year-olds.   Connecting with Maritza Maritza Ebling on Linkedin   Connect with Us Tina Tang on LinkedIn Follow WiDS on LinkedIn (@Women in Data Science (WiDS) Worldwide), Twitter (@WiDS_Worldwide), Facebook (WiDSWorldwide), and Instagram (wids_worldwide) Listen and Subscribe to the WiDS Podcast on  Apple Podcasts, Google Podcasts, Spotify, Stitcher

    16분
  4. From Graphs to Growth: Mentorship, Math, and the Power of Algorithms

    2024. 10. 17.

    From Graphs to Growth: Mentorship, Math, and the Power of Algorithms

    Math and Computer Science (2:51)Graph Alignment (20:38)  Bio Huda Nassar is a senior computer scientist at RelationalAI working on building the graph algorithms library offered as part of RelationalAI's product. Previously, Huda obtained a PhD in Computer Science from Purdue University and was a postdoc fellow at Stanford's School of Medicine. Huda is also known for her "Julia for Data Science" course which had over 13,000 students and focused on Data Science methods including graph analytics.   Connect with Huda Huda Nassar on Linkedin Connect with Us Margot Gerritsen on LinkedIn  Follow WiDS on LinkedIn (@Women in Data Science (WiDS) Worldwide), Twitter (@WiDS_Worldwide), Facebook (WiDSWorldwide), and Instagram (wids_worldwide) Listen and Subscribe to the WiDS Podcast on Apple Podcasts, Google Podcasts, Spotify, Stitcher

    37분
  5. Beyond Borders: Elevating Women in Data Science and Leadership

    2024. 09. 18.

    Beyond Borders: Elevating Women in Data Science and Leadership

    Language as the access to different cultures (2:09)Career journey (8:23)People first in leadership style (23:19)Bio Hannah Pham is a seasoned data leader with experience building and scaling data teams at top tech companies like Airbnb and Pinterest. Hannah's expertise spans consumer and monetization domains. As the Head of Data Science for the consumer area at Pinterest, she leverages data to bring the best experience to Pinners and drive business growth. Hannah is also a successful startup founder with Skin AI, a personalized skincare company that she co-founded in 2018.   Connect with Hannah Hannah Pham on Linkedin Connect with Us Chisoo Lyons on LinkedIn Follow WiDS on LinkedIn (@Women in Data Science (WiDS) Worldwide), Twitter (@WiDS_Worldwide), Facebook (WiDSWorldwide), and Instagram (wids_worldwide) Listen and Subscribe to the WiDS Podcast on Apple Podcasts, Google Podcasts, Spotify, Stitcher

    36분
  6. From Internship to Impact: A Data Scientist’s Journey

    2024. 07. 19.

    From Internship to Impact: A Data Scientist’s Journey

    Sydney Hazen, a Privacy Data Scientist at Ford, shares her journey from a college intern to a full-time role. She highlights how internships can lead to job offers and the importance of real-world experience and corporate navigation. Sydney emphasizes applying technical skills with a socially conscious approach, understanding problems before diving into data, and credits her professor and diverse classmates for shaping her perspective. She plans to pursue further education and explore different roles, underscoring the unique position of women in data science and the need for self-advocacy and finding mentors. Highlights Internship at Ford (8:25)Time at Notre Dame (14:55Influencers (17:54)Bio Sydney is a Privacy Data Scientist at Ford Motor Company, as a part of the Ford College Graduate (FCG) rotational program. She is a recent graduate of the University of Notre Dame, with a degree in Applied and Computational Mathematics and Statistics (ACMS) and a minor in Data Science. She has a range of experience spanning software development, data engineering, and analytics and is always looking to gain new knowledge in the technology sphere.   Connect with Sydney Sydney Hazen on Linkedin   Connect with Us Chisoo Lyons on LinkedIn Follow WiDS on LinkedIn (@Women in Data Science (WiDS) Worldwide), Twitter (@WiDS_Worldwide), Facebook (WiDSWorldwide), and Instagram (wids_worldwide) Listen and Subscribe to the WiDS Podcast on Apple Podcasts, Google Podcasts, Spotify, Stitcher

    28분
  7. The Power of Linguistics in Large Language Models and AI

    2024. 04. 19.

    The Power of Linguistics in Large Language Models and AI

    HighlightsLLMs (1:46)AI systems (3:25)The need for humanness in AI (20:17)Transitioning to independent consultant (28:31)BioKarin Golde, is the Founder of West Valley AI. She helps businesses and technical leaders navigate the rapidly developing landscape of AI and Large Language Models by sharing her expertise which has ranged from executive leadership roles at multiple startups to heading the language engineering division for the AI Data team at Amazon Web Services. Her philosophy is to cut through the hype, collaborate with integrity, and keep a laser focus on providing value to your business.   Connect with KarinKarin Golde on Linkedin Website West Valley IA   Connect with UsChisoo Lyons on LinkedIn Follow WiDS on Twitter (@WiDS_Worldwide), Facebook (WiDSWorldwide), and Instagram (wids_worldwide) Listen and Subscribe to the WiDS Podcast on  Apple Podcasts, Google Podcasts, Spotify, Stitcher

    43분
  8. Applying topological data analysis and geometry-based ML

    2024. 02. 22.

    Applying topological data analysis and geometry-based ML

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

    28분
모두 보기(58개)

4.8
최고 5점
46개의 평가

소개

Leading women in data science share their work, advice, and lessons learned along the way. Hear how data science is being applied and having impact across domains— from healthcare to finance to climate change and more. Join our community: community.widsworldwide.org.

정보

  • 제작진
    Professor Margot Gerritsen, Chisoo Lyons
  • 방송 연도
    2018년 - 2025년
  • 에피소드
    58
  • 등급
    전체 연령 사용가
  • 저작권
    ©2024 Women in Data Science Worldwide
  • 웹사이트 보기
    Women in Data Science Worldwide

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