Gradient Flow

Tag: deep learning

  • 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…

  • How big compute is powering the deep learning rocketship

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Greg Diamos on building computer systems for deep learning and AI. Subscribe to the O’Reilly Data Show Podcast to explore the…

  • Why businesses should pay attention to deep learning

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Christopher Nguyen on the early days of Apache Spark, deep learning for time-series and transactional data, innovation in China, and AI.…

  • The importance of emotion in AI systems

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Rana el Kaliouby on deep learning, emotion detection, and user engagement in an attention economy. Subscribe to the O’Reilly Data Show…

  • Commercial speech recognition systems in the age of big data and deep learning

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Yishay Carmiel on applications of deep learning in text and speech. Subscribe to the O’Reilly Data Show Podcast to explore the…

  • Building intelligent applications with deep learning and TensorFlow

    [A version of this post appears on the O’Reilly Radar.] The O’Reilly Data Show Podcast: Rajat Monga on the current state of TensorFlow and training large-scale deep neural networks. Subscribe to the O’Reilly Data Show Podcast…

  • Don’t overlook simpler techniques and algorithms

    Even in areas and domains where deep learning excels, simpler approaches are worth examining. A while back I noted that there are several considerations when evaluating machine learning models: Accuracy is the main objective and a…

  • Hardcore Data Science, California 2016

    Ben Recht and I organized another great edition of Hardcore Data Science in San Jose today. As I was preparing to host the track, I had an inkling we had another outstanding sequence of presentations. The…

  • Compressed representations in the age of big data

    [A version of this post appears on the O’Reilly Radar.] Emerging trends in intelligent mobile applications and distributed computing When developing intelligent, real-time applications, one often has access to a data platform that can wade through…

  • Deep Learning for Hackers

    How do you get started using Deep Learning? In a previous post, I noted how many of the tools and best practices are locked away in “oral traditions” shared among practitioners. But recently, open source tools…