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CSPA Pre Conference AI Workshop: Image Recognition (with BigDL in Apache Spark)

CSPA (Chinese Software Professional Association)

Friday, September 22, 2017 from 1:00 PM to 5:00 PM (PDT)

CSPA Pre Conference AI Workshop: Image Recognition...

Ticket Information

Ticket Type Sales End Price Fee Quantity
Conference Ticket Holders   more info Sep 22, 2017 Free $0.00
Workshop Only   more info Sep 22, 2017 $60.00 $4.29

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Event Details

CSPA Pre-Conference Workshop:  Deep Learning (with BigDL in Apache Spark)

Free to CSPA Members & CSPA AI Conference Attendees. Must register for this Workshop to attend.

Deep Learning is an exciting form of machine learning based on learning data representations, as opposed to task-specific algorithms. Join us for this workshop where you will learn how to get started with Deep Learning with BigDL in Apache Spark.

Agenda: (Tentative)

Room 121 Room 122 Room 123
Intro to the Neon Framework - MNIST Example Intro to Machine Learning with SparkML  Image Recognition with Spark & BigDL - Part 1
Intro to the Neon Framework - Fine Tuning Intro to Deep Learning with BigDL Image Recognition with Spark & BigDL - Part 2

 

WorksWorkshop 1 - Intro to the Neon Framework, Intel Nervana's deep learning framework 

A walk-through of how to use neon to build a simple model to recognize handwritten digits. 

Workshop 2 - Intro to the Neon Framework, Intel Nervana's deep learning framework 

 

- Intro to Machine Learning 

- Overview of options, including laptop and cloud-based computing options

- Getting started with Python and Jupyter Notebooks 

- Training your first Machine Learning module using Scikit Learn and the Iris dataset

Workshop 2 - Intro to Deep Learning with Spark & BigDL

Wor

Workshop 2 - Intro to Deep Learning with BigDL for Apache Spark with MNIST database

- Training your first Deep Learning model using BigDL for Apache Spark with the MNIST database of handwritten digits

- Using your models 

About CSPA AI Series

Chinese Software Professional Association (CSPA) is organizing an @AI Series, where any beginner can study to become an AI engineer! Our event is sponsored by Western Digital in collaboration with leading speakers in the field to update you on the very latest. The goal of artificial intelligence (AI) is to tackle complex problems with mathematical tools. We will learn the foundational principles that drive  applications and practices implementing AI systems.

Have questions about CSPA Pre Conference AI Workshop: Image Recognition (with BigDL in Apache Spark)? Contact CSPA (Chinese Software Professional Association)

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When & Where


Intel SC9 Auditorium
2200 Mission College Blvd
Santa Clara, CA

Friday, September 22, 2017 from 1:00 PM to 5:00 PM (PDT)


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Organizer

CSPA (Chinese Software Professional Association)

About CSPA

The Chinese Software Professional Association (CSPA) is one of the most prominent and fastest growing Chinese professionals organization in Silicon Valley. CSPA has over 4,400 professionals in its network and nearly 30 years of history in Silicon Valley. CSPA is on the Top 20 Most Influential Chinese organization ranked by The Wharton School of University of Pennsylvania.

CSPA, established in 1988, is a not-for-profit organization dedicated to cultivating education, entrepreneurship and leadership. It is committed to building a Mobile-First and People-First platform where its executives and professionals succeed in this cross-border economy. For more information about the Chinese Software Professional Association, please visit www.cspa.com.

 

 

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https://www.facebook.com/CSPA/

Twitter

https://twitter.com/cspa_announce

Linkedin Group
https://www.linkedin.com/groups/13544403

Linkedin Page

https://www.linkedin.com/showcase/3692549/

 

Individual Membership
https://CSPA2017Membership.EventBrite.com

Corporate Membership
https://CSPACorporate2017.EventBrite.com

 

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CSPA Pre Conference AI Workshop: Image Recognition (with BigDL in Apache Spark)
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