Listen "Retrieval Augmented Generation and the Evolution of Data Science Roles"
Episode Synopsis
[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
More episodes of the podcast Data Bytes
Innovation and Data Science Leadership
05/12/2024
GenAI effects on the job market and hiring
05/09/2024
GenAI Use Cases and the Road Ahead
29/08/2024
Unveiling Data Odyssey
15/08/2024
Breaking Barriers in Data Science
08/08/2024
ZARZA We are Zarza, the prestigious firm behind major projects in information technology.