Data Skeptic

Optimizing Supply Chains with GNN


Listen Later

Thibaut Vidal, a professor at Polytechnique Montreal, specializes in leveraging advanced algorithms and machine learning to optimize supply chain operations. In this episode, listeners will learn how graph-based approaches can transform supply chains by enabling more efficient routing, districting, and decision-making in complex logistical networks.

Key insights include the application of Graph Neural Networks to predict delivery costs, with potential to improve districting strategies for companies like UPS or Amazon and overcoming limitations of traditional heuristic methods.

Thibaut’s work underscores the potential for GNN to reduce costs, enhance operational efficiency, and provide better working conditions for teams through improved route familiarity and workload balance.

...more
View all episodesView all episodes
Download on the App Store

Data SkepticBy Kyle Polich

  • 4.4
  • 4.4
  • 4.4
  • 4.4
  • 4.4

4.4

473 ratings


More shows like Data Skeptic

View all
Talk Python To Me by Michael Kennedy

Talk Python To Me

590 Listeners

Software Engineering Daily by Software Engineering Daily

Software Engineering Daily

621 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

298 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

331 Listeners

Data Engineering Podcast by Tobias Macey

Data Engineering Podcast

141 Listeners

Machine Learning Guide by OCDevel

Machine Learning Guide

763 Listeners

DataFramed by DataCamp

DataFramed

267 Listeners

Practical AI by Practical AI LLC

Practical AI

192 Listeners

The Stack Overflow Podcast by The Stack Overflow Podcast

The Stack Overflow Podcast

62 Listeners

Last Week in AI by Skynet Today

Last Week in AI

298 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

88 Listeners

Me, Myself, and AI by MIT Sloan Management Review and Boston Consulting Group (BCG)

Me, Myself, and AI

106 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

201 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

75 Listeners

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis

491 Listeners