7 episodes

A series of informal conversations with thought leaders, researchers, practitioners, and writers on a wide range of topics in technology, science, and of course big data, data science, artificial intelligence, and related applications. Anchored by Ben Lorica (@BigData), the Data Exchange also features a roundup of the most important stories from the worlds of data, machine learning and AI.

The Data Exchange with Ben Lorica Ben Lorica

    • Technology

A series of informal conversations with thought leaders, researchers, practitioners, and writers on a wide range of topics in technology, science, and of course big data, data science, artificial intelligence, and related applications. Anchored by Ben Lorica (@BigData), the Data Exchange also features a roundup of the most important stories from the worlds of data, machine learning and AI.

    Taking messaging and data ingestion systems to the next level

    Taking messaging and data ingestion systems to the next level

    Sijie Guo on how Apache Pulsar is able to handle both queuing and streaming, and both online and offline applications.

    • 38 min
    Business at the speed of AI: Lessons from Rakuten

    Business at the speed of AI: Lessons from Rakuten

    • 41 min
    The combination of the right software and commodity hardware will prove capable of handling most machine learning tasks

    The combination of the right software and commodity hardware will prove capable of handling most machine learning tasks

    Nir Shavit on multicore software, neurobiology, and deep learning.

    • 30 min
    Key AI and Data Trends for 2020

    Key AI and Data Trends for 2020

    • 36 min
    The evolution of TensorFlow and of machine learning infrastructure

    The evolution of TensorFlow and of machine learning infrastructure

    Rajat Monga on TensorFlow 2.0, TFX, and the state of machine learning platforms

    • 36 min
    Building large-scale, real-time computer vision applications

    Building large-scale, real-time computer vision applications

    Reza Zadeh on Computer Vision use cases, adversarial attacks, deepfakes, fairness, privacy, and security

    • 40 min

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