DataTalks.Club

Responsible and Explainable AI - Supreet Kaur

Listen Later

We talked about:

  • Supreet’s background
  • Responsible AI
  • Example of explainable AI
  • Responsible AI vs explainable AI
  • Explainable AI tools and frameworks (glass box approach)
  • Checking for bias in data and handling personal data
  • Understanding whether your company needs certain type of data
  • Data quality checks and automation
  • Responsibility vs profitability
  • The human touch in AI
  • The trade-off between model complexity and explainability
  • Is completely automated AI out of the question?
  • Detecting model drift and overfitting
  • How Supreet became interested in explainable AI
  • Trustworthy AI
  • Reliability vs fairness
  • Bias indicators
  • The future of explainable AI
  • About DataBuzz
  • The diversity of data science roles
  • Ethics in data science
  • Conclusion


    • Links:

    •  LinkedIn: https://www.linkedin.com/in/supreet-kaur1995/
    • Databuzz page: https://www.linkedin.com/company/databuzz-club/
    • Medium Blog Page: https://medium.com/@supreetkaur_66831


      • ML Zoomcamp: https://github.com/alexeygrigorev/mlbookcamp-code/tree/master/course-zoomcamp

      Join DataTalks.Club: https://datatalks.club/slack.html

      Our events: https://datatalks.club/events.html

      ...more
      View all episodesView all episodes
      Download on the App Store
      DataTalks.ClubBy DataTalks.Club
      • 5
      • 5
      • 5
      • 5
      • 5

      5

      7 ratings

      More shows like DataTalks.Club

      View all
      Talk Python To Me by Michael Kennedy

      Talk Python To Me

      583 Listeners

      Data Career Podcast: Helping You Land a Data Analyst Job FAST by Avery Smith - Data Career Coach

      Data Career Podcast: Helping You Land a Data Analyst Job FAST

      156 Listeners