Gradient Flow

Category: Data Science

  • Scaling machine learning

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Reza Zadeh on deep learning, hardware/software interfaces, and why computer vision is so exciting. Subscribe to the O’Reilly Data Show Podcast…

  • Becoming a machine learning engineer

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Aurélien Géron on enabling companies to use machine learning in real-world products. Subscribe to the O’Reilly Data Show Podcast to explore…

  • Natural language analysis using Hierarchical Temporal Memory

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Francisco Webber on building HTM-based enterprise applications. Subscribe to the O’Reilly Data Show Podcast to explore the opportunities and techniques driving…

  • Time-turner: Strata San Jose 2017, day 2

    There are so many good talks happening at the same time that it’s impossible to not miss out on good sessions. But imagine I had a time-turner necklace and could actually “attend” 3 (maybe 5) sessions…

  • Time-turner: Strata San Jose 2017, day 1

    There are so many good talks happening at the same time that it’s impossible to not miss out on good sessions. But imagine I had a time-turner necklace and could actually “attend” 3 (maybe 5) sessions…

  • Deep learning that’s easy to implement and easy to scale

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Anima Anandkumar on MXNet, tensor computations and deep learning, and techniques for scaling algorithms. Subscribe to the O’Reilly Data Show Podcast…

  • Building machine learning solutions that can withstand adversarial attacks

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Parvez Ahammad on minimal supervision, and the importance of explainability, interpretability, and security. Subscribe to the O’Reilly Data Show Podcast to…

  • Deep learning for Apache Spark

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Jason Dai on BigDL, a library for deep learning on existing data frameworks. Subscribe to the O’Reilly Data Show Podcast to…

  • The key to building deep learning solutions for large enterprises

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Adam Gibson on the importance of ROI, integration, and the JVM. Subscribe to the O’Reilly Data Show Podcast to explore the…

  • Use deep learning on data you already have

    [A version of this post appears on the O’Reilly Radar.] Putting deep learning into practice with new tools, frameworks, and future developments. Deep learning has made tremendous advances in the past year. Though managers are aware…