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

474 ratings


More shows like Data Skeptic

View all
Software Engineering Daily by Software Engineering Daily

Software Engineering Daily

625 Listeners

Talk Python To Me by Michael Kennedy

Talk Python To Me

585 Listeners

The AI in Business Podcast by Daniel Faggella

The AI in Business Podcast

172 Listeners

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

Super Data Science: ML & AI Podcast with Jon Krohn

304 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

341 Listeners

AI Today Podcast by AI & Data Today

AI Today Podcast

155 Listeners

DataFramed by DataCamp

DataFramed

268 Listeners

Practical AI by Practical AI LLC

Practical AI

212 Listeners

Google DeepMind: The Podcast by Hannah Fry

Google DeepMind: The Podcast

198 Listeners

The Real Python Podcast by Real Python

The Real Python Podcast

141 Listeners

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

Machine Learning Street Talk (MLST)

95 Listeners

MIT Technology Review Narrated by MIT Technology Review

MIT Technology Review Narrated

258 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

133 Listeners

This Day in AI Podcast by Michael Sharkey, Chris Sharkey

This Day in AI Podcast

209 Listeners

The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief: Artificial Intelligence News and Analysis

590 Listeners