An Absolute Beginner's Guide to Deep Learning with Keras | Dr. Brian Spiering @ PyBay2018

This talk was presented at PyBay2018 - the Bay Area Regional Python conference. See pybay.com for more details about PyBay and click SHOW MORE for more information about this talk

Abstract

Interest in deep learning and building artificial intelligence (AI) based applications has been growing in the past few years. The Keras library makes these techniques accessible by offering a high-level API capable of running on top of TensorFlow, CNTK, or Theano. Similar to Python in general, Keras puts user experience front and center by having an API designed for human beings (not machines). This makes Keras perfect for easy and fast prototyping. Keras also highly modular and easy to extend to more complex deep learning models. This talk will be an introduction to neural networks and the Keras API for building them. We'll walk step-by-step how to build a convolutional neural net (CNN).

Slides: https://goo.gl/qJ9i55

Speaker Bio

Dr. Brian Spiering is a Professor of Computer Science at the University of San Francisco and freelance consultant. He teaches humans the languages of computers (primarily Python) and teaches computers the languages of humans (through Natural Language Processing and Artificial Intelligence). He is active in the San Francisco tech community through volunteering and mentoring.

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