MLOps Weekly Podcast MLOps Week 18: The LLM Revolution & the Future of Data with Josh Wills
May 24, 2023
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16
Introduction
00:00 • 3min
The Importance of Data Contracts
03:00 • 3min
Kafka Schema and Data Contract: What's Missing?
06:19 • 2min
The Distinction Between Production Data Pipelines and Experimentation
08:38 • 2min
The Importance of Using a Django Framework to Iterate
11:06 • 3min
The Future of Notebooks
13:50 • 2min
The Importance of Reproducibility in Programming
15:41 • 3min
The Mad Landscape of Data Scientists
18:20 • 2min
The Importance of Having Good Frameworks
20:31 • 2min
The Transformational Power of LMS
22:46 • 4min
The Impostor Syndrome
26:38 • 4min
The Impact of Technology on Alums
30:33 • 3min
The Future of Jarvis
33:27 • 2min
The Future of Data Engineering
35:12 • 3min
How to Synthesize a Data Analyst Using the Large Language Model
38:07 • 4min
The Future of Databricks
42:13 • 4min