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Make Data Work
22–23 May 2017: Training
23–25 May 2017: Tutorials & Conference
London, UK

TensorFlow in the wild; Or, the democratization of machine intelligence

Kazunori Sato (Google)
14:0514:45 Wednesday, 24 May 2017
Business case studies
Location: Hall S21/23 (A)
Secondary topics:  AI, Cloud, Deep learning
Level: Beginner
Average rating: ****.
(4.20, 5 ratings)

Who is this presentation for?

  • ITDMs, IT architects, and developers

Prerequisite knowledge

  • Cloud computing basics

What you'll learn

  • Understand how Google's machine intelligence is changing the IT business by solving real-world problems with the power of deep neural networks and the scalability of cloud computing

Description

TensorFlow, the open source library from Google, has been democratizing the world of machine intelligence since its launch last year. With TensorFlow, combined with the scalability of Google’s Cloud Machine Learning platform, now anyone can leverage deep learning technology cheaply and without much expertise. Kazunori Sato explores three examples of business that have adopted TensorFlow and Cloud ML to solve their real-world problems: a cucumber farmer in Japan who was able to build a deep learning-based cucumber sorter by himself, a used car auction service using TF for classifying car models and parts with 100x better training performance, and a global insurance company that has been able to increase prediction accuracy significantly on accident cases.

Photo of Kazunori Sato

Kazunori Sato

Google

Kaz Sato is a staff developer advocate on the Cloud Platform team at Google, where he leads the developer advocacy team for machine-learning and data analytics products such as TensorFlow, the Vision API, and BigQuery. Kaz has been leading and supporting developer communities for Google Cloud for over seven years, is a frequent speaker at conferences, including Google I/O 2016, Hadoop Summit 2016 San Jose, Strata + Hadoop World 2016, and Google Next 2015 NYC and Tel Aviv, and has hosted FPGA meetups since 2013.

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Comments

Andrei B√Ęcu | DATA ARCHITECT
18/07/2017 12:37 BST

Hi,

Could you please post the slides used.

Cheers,
Andrei