Presented By O'Reilly and Cloudera
Make Data Work
Dec 4–5, 2017: Training
Dec 5–7, 2017: Tutorials & Conference
Singapore

TensorFlow: Open source machine learning

Wolff Dobson (Google)
11:15am11:55am Wednesday, December 6, 2017
Data science and advanced analytics, Machine Learning
Location: Summit 2 Level: Intermediate

Who is this presentation for?

  • ML researchers and practitioners, data scientists, and developers curious about TensorFlow

Prerequisite knowledge

  • A basic understanding of TensorFlow and the general principles of machine learning

What you'll learn

  • Learn what's new in TensorFlow
  • Discover how ML can change your business

Description

TensorFlow is a powerful framework for expressing machine learning algorithms, especially deep learning, and has been changing rapidly since Google open-sourced it in November 2015. Wolff Dobson explores new and updated features in TensorFlow, touches on several different available TensorFlow public models released by TensorFlow and the community at large, explaining how they apply to various problems in research and business, and shares the very latest news about TensorFlow directly from the Google Brain team. Join in to learn what’s in store for TensorFlow and how ML can change your business.

Topics include:

  • TFlite: A new library for mobile devices
  • Critical updates to the high-level API, including canned estimators and Keras
  • The new multithreaded data input pipeline, which replaces TensorFlow’s original queuing system
  • TPUs (tensor processing units): High-speed specialized hardware for very large problems
Photo of Wolff Dobson

Wolff Dobson

Google

Wolff Dobson is a developer programs engineer at Google specializing in machine learning and games. Previously, he worked as a game developer, where his projects included writing AI for the NBA 2K series and helping design the Wii Motion Plus. Wolff holds a PhD in artificial intelligence from Northwestern University.

Leave a Comment or Question

Help us make this conference the best it can be for you. Have questions you'd like this speaker to address? Suggestions for issues that deserve extra attention? Feedback that you'd like to share with the speaker and other attendees?

Join the conversation here (requires login)

Comments

siva sankar rao kotha |
10/09/2017 8:54pm SGT

Hi,
What is the role of Tensors in Software Engineering Concepts.