Retrieval Augmented Generation and the Evolution of Data Science Roles

[00:00:00] Intro and discussion on information retrieval

[00:00:36] Sadie welcomes Harpreet, discussing his achievements and connections

[00:01:46] Early interactions and courses between Harpreet and Sadie

[00:02:27] Updates on Sadie's SQL course and new roles

[00:03:42] Harpreet discusses following curiosity in his career and AI's growth

[00:06:55] Future of data science roles and specialization within the field

[00:09:40] Unique skills of data scientists and transition to deep learning

[00:15:23] Discussion on benchmarks, datasets, and introduction to retrieval augmented generation (RAG)

[00:20:16] Explanation and potential applications of RAG models

[00:24:09] AI applications in various industries and predictions for future AI integration

[00:29:02] Harpreet's personal productivity gains from AI and new tools enhancing workflows

[00:34:58] Harpreet's podcast impact on his career and future plans

[00:40:44] Recommendations for staying updated in deep learning

[00:45:36] Harpreet invites listeners to join his new research initiative