

4. Akshay Singh - The thin line between data science and data engineering
Sep 10, 2019
Akshay Singh, an expert in data science and data engineering, discusses the evolution of the field and the challenges faced in implementing data science in production systems. Topics include author disambiguation, managing feature drift in production systems, and measuring outcomes in data science projects.
Chapters
Transcript
Episode notes
1 2 3 4 5 6
Introduction
00:00 • 2min
Journey into Data Science and Challenges Faced
02:26 • 10min
The Application of Data Science in Organizing and Analyzing Research Papers
12:18 • 3min
Transitioning to a Head of Data
15:15 • 21min
Managing Feature Drift in Production Systems and Addressing Behavior Change
35:57 • 4min
Measuring Outcomes and Providing Value
40:02 • 9min