Introducing Federated Learning:The Privacy Preserving Future of Decentralized AI

GDG Glasgow

With increased demand on data privacy and security for AI models, Federated Learning technologies like Tensorflow Federated has become prominent in development and research. In this session, we will explore how federated learning using Tensorflow Federated enables collaboration across decentralized systems, allowing multiple organizations to build shared models without exposing their private data

Dec 2, 7:00 – 8:00 PM (UTC)

26 RSVP'd

Key Themes

AIDevFest

About this event

With increased demand on data privacy and security for AI models, Federated Learning technologies like Tensorflow Federated has become prominent in development and research. In this session, we will explore how federated learning using Tensorflow Federated enables collaboration across decentralized systems, allowing multiple organizations to build shared models without ever exposing their private data.

With the rise of privacy regulations like GDPR and CCPA, and increased scrutiny on data-sharing practices, federated learning offers a timely alternative that aligns with legal requirements and ethical data use. Additionally, recent advancements in edge computing and 5G have made it possible to deploy federated learning at scale, bringing AI capabilities directly to devices while maintaining user privacy.

We will also dive into the core principles of federated learning, discussing its architecture, algorithms, and real-world applications in industries like healthcare, finance, and IoT. Attendees will gain insights into the benefits and challenges of this innovative approach and its role in creating a more privacy-conscious future for artificial intelligence.

Speaker

  • Adetayo Olaitan

    3sidedcube

    React native engineer

Host

  • Patty O’Callaghan

    Charles River Laboratories

    Tech Director | AI/ML GDE

Organizers

  • Patty O'Callaghan

    Charles River Laboratories

    Organizer

  • José Enrique Calderón Sanz

    JP Morgan Chase & Co

    Organizer

  • Cleyra Uzcategui

    JPMorgan Chase & Co.

    Organizer

  • Lucy McIntosh

    Glasgow Caledonian University

    Organiser

  • Marzia Deodato

    Barclays

    Software Developer - Organizer

  • Lewis Shearer

    Jordanhill School

    GDG Glasgow Youth Team Leader

  • Sophie McCartney

    University of Strathclyde

    Team member

  • Ishita Narsiker

    University of Glasgow

    Team member

  • Delia Paternina

    Charles River Laboratories

    Team member

  • Prashanti Chikiley

    JP Morgan

    Technical BA

  • Vinamra Sharma

    PGT Student

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