Breaking Barriers in Data Science
Listen now
Description
Data Bytes listeners get an exclusive discount to join Women in Data. ⁠⁠⁠⁠⁠View discount here. (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 --- Support this podcast: https://podcasters.spotify.com/pod/show/women-in-data/support
More Episodes
(00:00) Introducing Catherine Shen’s Career(00:32) Transition from Luxury to Pharma(01:55) Role of Data in Pharma(02:52) Evolution of Data Engineering(04:06) Innovative Data Solutions Impact(07:23) AI’s Role in Pharma Industry(10:24) Future AI Investments and Strategy(13:09) Solving Unstructured...
Published 09/19/24
(00:00) Intro: Negative connotations in AI(00:21) Synthetic data fills gaps(00:35) Guest introduction(01:23) Importance of data quality(02:14) Data-centric machine learning focus(03:02) Bias mitigation strategies(03:41) Role of human in AI loop(04:34) Synthetic data in AI(05:29) Pre-trained...
Published 09/12/24
Published 09/12/24