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Collaborative Data Ecosystems - Collaborative Intelligence
Manage episode 361166275 series 3332503
Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.
In today's episode - a second one on collaborative data ecosystems - , we're diving into the world of collaborative Intelligence covering topics like federated learning, swarm learning, Edge AI and more groundbreaking approaches that are transforming the landscape of machine learning.
Join our expert guests Thomas Huybrechts and Virginie Marelli as we explore the inner workings of this innovative approach. We'll delve into the core concepts of federated learning, including how it enables organizations to leverage the collective knowledge of distributed data while maintaining data privacy and security. We'll also discuss the practical applications of federated learning in various domains, such as healthcare, finance, and IoT, and how it is being used to address real-world challenges.
Datatopics is brought to you by Dataroots
- Music: The Gentlemen - DivKid
- The thumbnail is generated by Midjourney
65 episodes
Manage episode 361166275 series 3332503
Datatopics is a podcast presented by Kevin Missoorten to talk about the fuzzy and misunderstood concepts in the world of data, analytics, and AI and get to the bottom of things.
In today's episode - a second one on collaborative data ecosystems - , we're diving into the world of collaborative Intelligence covering topics like federated learning, swarm learning, Edge AI and more groundbreaking approaches that are transforming the landscape of machine learning.
Join our expert guests Thomas Huybrechts and Virginie Marelli as we explore the inner workings of this innovative approach. We'll delve into the core concepts of federated learning, including how it enables organizations to leverage the collective knowledge of distributed data while maintaining data privacy and security. We'll also discuss the practical applications of federated learning in various domains, such as healthcare, finance, and IoT, and how it is being used to address real-world challenges.
Datatopics is brought to you by Dataroots
- Music: The Gentlemen - DivKid
- The thumbnail is generated by Midjourney
65 episodes
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