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(Intro 00:00:00) Introduction by Maggie
(00:00:19) Data science roles evolving
(00:00:34) Guest Introduction - Maggie Ma
(00:00:56) Maggie’s diverse data science background
(00:01:12) What drew Maggie to data?
(00:01:35) University majors and early internships
(00:02:37) Discovering geospatial data science
(00:03:08) Predicting COVID-19 spread
(00:03:29) Logistics and transportation data science
(00:03:34) Geospatial data complexity
(00:04:13) Advice for geospatial data work
(00:04:43) Maggie’s journey to freelancing
(00:05:55) Impact and imposter syndrome
(00:06:03) Research team experiences
(00:07:13) Content creation feedback
(00:08:09) Overcoming imposter syndrome
(00:08:36) Challenges in tech industry
(00:09:57) Handling imposter syndrome daily
(00:10:20) Focus on self-improvement
(00:11:32) Authenticity on social media
(00:12:14) Behind the scenes content
(00:13:03) Sharing authentic daily lives
(00:13:41) Building a social media presence
(00:14:39) Staying updated in data science
(00:15:50) Managing information overload
(00:16:59) Career moves within data science
(00:17:27) Unplanned career progression
(00:18:03) Switching roles within data
(00:19:10) AI’s impact on data jobs
(00:19:31) Specific roles in data science
(00:20:10) Lower barrier of entry
(00:21:30) Using AI to debug code
(00:22:00) Advice for aspiring data scientists
(00:22:42) Importance of reflection
(00:23:49) Making peace with your path
(00:24:13) Future business and personal growth
(00:24:33) Building an AI startup
(00:25:42) Customized data science projects app
(00:26:27) Target release date for app
(00:27:01) Incorporating AI in learning
(00:28:07) Encouraging the community
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