

Data science in transportation, the intersection of operations research and ML - Holger Teichgraeber - The Data Scientist Show #063
10 snips Jun 26, 2023
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
Introduction
00:00 • 2min
The Importance of Operations Research in Data Science
02:15 • 2min
How to Track Marketplace Performance in a Trucking Marketplace
04:37 • 2min
The Different Types of Optimization Modeling
06:28 • 2min
How to Solve a Facility Location Problem in Python
08:41 • 2min
Archer's Data Science Team Supports Strategic Decision Making
10:19 • 2min
Network Planning and Routing in Cities
12:03 • 2min
How to Solve a Strategic Decision Support Problem
13:36 • 2min
The Differences Between Big Data Science and Small Data Science
15:06 • 3min
The Influence of Machine Learning on Data Science
18:04 • 2min
The Importance of Engineering in a Startup
19:51 • 2min
How to Build Trust With Stakeholders
21:24 • 2min
How to Build Trust With the Stakeholders
23:05 • 2min
The Importance of Data Scientists in Strategic Decision Support
25:05 • 2min
The Importance of Balance in Data Science Presentations
26:44 • 2min
The Importance of Mentorship in Data Science
28:22 • 3min
How to Be a Successful Manager
30:56 • 2min
How to Be a Successful Data Scientist
33:16 • 2min
How to Be a Data Scientist in an Energy Industry
34:48 • 2min
The Future of Transportation and Energy
36:48 • 2min
The Differences Between Germany and Silicon Valley
38:35 • 3min
How to Overcome Stress and Manage Expectations
41:17 • 2min
How to Multiply Your Initial Planning Time
42:48 • 2min
The Future of Data Science Teams
44:46 • 2min