Sep 9–12, 2019
Neil Conway

Neil Conway
CTO, Determined AI

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Neil Conway is the co-founder and CTO of Determined AI, a startup building software to make deep learning developers dramatically more productive. Before founding Determined AI, Neil was a technical lead at Mesosphere and earned a PhD in computer science from UC Berkeley, where he performed research in distributed systems and large-scale data management. He has been a major contributor to several notable open source projects, including Apache Mesos and Postgres.

Sessions

1:30pm5:00pm Tuesday, September 10, 2019
Implementing AI, Models and Methods
Location: LL21 A/B
Neil Conway (Determined AI), Yoav Zimmerman (Determined AI)
Success with deep learning requires understanding more than just TensorFlow or Keras. In this tutorial, we will describe a range of practical problems faced by DL practitioners and the software tools and techniques needed to address them, including data prep/augmentation, GPU scheduling, hyperparameter tuning, distributed training, metrics management, deployment, and mobile/edge optimization. Read more.

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