Data Science for Social Impact - Christine Cepelak скачать в хорошем качестве

Data Science for Social Impact - Christine Cepelak

We talked about: 00:00 DataTalks.Club intro 01:33 Christine’s Background 04:07 Private sector vs Public sector 05:25 Public policy 08:27 The challenges of being a community organizer 10:14 How public policy relates to political science 12:10 Programs that teach data science for public policy 14:22 Data science for public policy vs regular data science 21:06 The importance of ethical data science in public policy 26:21 How data science in social impact project differs from other projects 32:56 Other resources to learn about data science for public policy 34:32 Challenges with getting data in data science for public policy 36:49 The problems with accessing public datasets about recycling 39:03 Christine’s potential projects after Master’s degree 40:19 Gender inequality in STEM fields 43:38 Corporate responsibility and why organizations need social impact data scientists 48:19 What you need to start making a social impact with data science 51:10 80,000 hours 53:56 Other use cases for public policy data science 56:22 Coffee, Ethics & AI 58:06 Finding Christine online Links: Explore some Data Science for Social Good projects: http://www.dssgfellowship.org/projects/ Bi-weekly Ethics in AI Coffee Chat: https://www.meetup.com/coffee-ethics-ai/ Make a Social Impact with your Job: https://tinyurl.com/80khours Course in Data Ethics: https://ethics.fast.ai/ Data Science for Social Good Berlin: https://dssg-berlin.org/ CorrelAid: https://correlaid.org/ DataKind: https://www.datakind.org/ Christine's LinkedIn:   / christinecepelak   Christine's Twitter:   / clcep   MLOps Zoomcamp: https://github.com/DataTalksClub/mlop... Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html