Big Data Deep Learning with Apache Apex (Native Hadoop)

Presenter: Priyanka Gugale, Committer for Apache Apex & Software Engineer at DataTorrent.

Abstract: Deep Learning is a branch of machine learning which uses neural nets for computation. Deeplearning4j supports many of deep learning algorithms. The library includes distributed parallel versions of all supported algorithms. Deep learning is compute intensive and when working with big data it's even more challenging to calculate results in business time. Apache Apex is a Hadoop YARN native platform used for real-time computations on big data. Integration of Deeplearning4j with Apache Apex which will enhance the implementation of deep learning models in distributed and stream processing environments.

Bio: Priyanka has over 8 years of work experience in product design & development domain. Currently, she is an Engineer at DataTorrent and a committer to Apache Apex open source project. Before DataTorrent, she has worked with Symantec on various products. Her interests are in distributed systems, big data platform and applications, security and machine learning. She holds M.S. degree from BITS Pilani and B.E. degree from PICT, Pune university.

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