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    careers in data science

    Explore "careers in data science" with insightful episodes like "Applying topological data analysis and geometry-based ML" and "Using Curiosity, Mentorship, and Education to Build a Career" from podcasts like ""Women in Data Science" and "Women in Data Science"" and more!

    Episodes (2)

    Applying topological data analysis and geometry-based ML

    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 Us

    Margot Gerritsen on LinkedIn


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    Using Curiosity, Mentorship, and Education to Build a Career

    Using Curiosity, Mentorship, and Education to Build a Career

    Summary:

    Listen to the incredible and inspiring journey of Avalon Baldwin’s career journey. A self-described data nerd, she was not only the first in her family to attend college, she went on to get a graduate degree. Today she is an entrepreneur running her own consulting company. In conversation with Chisoo Lyons, Avalon shares how curiosity, mentorship, and coaching made a difference in her life.

     

    Highlights:

     (06:18): Exploring factors like how data is collected, the intention behind collecting a specific data point instead of another one, and how they can influence analysis and interpretation.

    (08:20): Working with students as individuals and promoting self-agency, as able to influence their own future. 

    (12:02): Avalon describes her journey to become the first in her family to be a college student

    (32:02): Advice on finding a mentor.

     

    About the Guest:

    Avalon Baldwin master's degree in positive developmental psychology and evaluation from the Claremont Graduate University. She received her bachelor's degree in biopsychology from Mills College,. Avalon's consulting company, which she just recently launched, is called Curious Evaluation. Avalon provides consulting services for nonprofit organizations to help in evaluating the impact of their programs using data and science by framing the effort around the organization's mission, goals and values.


    Mentions:

    Connect with Avalon on LinkedIn

     

    Related Links:

    Curious Evaluation
     

    Connect with Us:

    Chisoo Lyons on LinkedIn

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