‏Introduction to Data since track &AI

AI Platform: Qwik Start

Sep 7, 2020, 2:00 – 4:00 PM

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Key Themes

Machine Learning

About this event

Overview

This lab will give you hands-on practice with TensorFlow 2.x model training, both locally and on AI Platform. After training, you will learn how to deploy your model to AI Platform for serving (prediction). You'll train your model to predict income category of a person using the United States Census Income Dataset.

This lab gives you an introductory, end-to-end experience of training and prediction on AI Platform. The lab will use a census dataset to:

Create a TensorFlow 2.x training application and validate it locally.

Run your training job on a single worker instance in the cloud.

Deploy a model to support prediction.

Request an online prediction and see the response.


Speakers

  • Jonathan Hart

    DSC University of Cape Town

    Club Advisor

  • Laila Shakran

    IAU DSC Core Team

Organizers

  • Rahaf Alghamdi

    IAU

    GDSC Lead

  • Abdullah Almubarak

    IAU

    GDSC Lead M

  • Hassan Alzayer

    IAU

    Head of Activities Committee

  • Fatimah Alaliwat

    IAU

    Vice Head of Activities Committee

  • Anfal Bamardouf

    Head of Media Committee

  • Lujain Alshubini

    Vice Head of Media Committee

  • Radwan Albahrani

    Head of Development Committee

  • Ryam Malki

    Vice Head of Development committee

  • Raneem Alturki

    IAU

    Head of Publication Committee

  • Hawra Alsedrah

    Vice Head of Publication Committee

  • Haneen Al-Ghzaly

    IAU

    Responsible for monitoring the GDCS Bevy

  • Jawad Almahasnah

    Public Relations Responsible

    Public Relation Officer

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