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NTT Innovation Institute Machine Learning Hackathon

NestGSV

Friday, June 20, 2014 at 6:00 PM - Saturday, June 21, 2014 at 7:00 PM (PDT)

NTT Innovation Institute Machine Learning Hackathon

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Event Details

NTT Innovation Institute Machine Learning Hackathon

When: 6 p.m. June 20-7 p.m. June 21

What: Create innovative use cases for machine learning and build a proof-of-concept by the end of the event.

Who: Data scientists; Big Data entrepreneurs; and domain experts in other areas that may need machine learning, including security, wearables, e-commerce, mobile apps and more.

Where: NestGSV, 425 Broadway St., Redwood City, CA, 94063

Hackathon Schedule

June 20

6 p.m.: Kickoff dinner and social networking.

7 p.m.: Opening remarks.

7:30 p.m. Idea pitches and team formation.

8 p.m. Deadline to submit ideas to the system. Each team will receive access to cloud resources.

8:30 p.m.: Coding begins. 

June 21 

10 a.m.: Breakfast

Noon: Lunch

5 p.m.: Projects due.  

5:30 p.m.: Dinner

6 p.m.: Five to 10-minute pitch from each team. 

6:30 p.m.: Judging 

7 p.m.: Winners announced and closing ceremony.

Hackathon Rules

1. Teams can have one to five members, consisting of any combination of  idea person, data scientist, software engineer and others.

2. Any data source can be used.

3. All teams retain full ownership of the code developed during the hackathon.

Tasks 

Develop machine learning scenarios, code and data visualization. We have loaded a few public data sets, but you can use your own data sets or any other public data sets. Explain in your concluding presentation the reasons for choosing a specific machine learning tool set and framework for the selected scenario.  

 

You can use any machine learning library you like, but we encourage you to try out Jubatus, an open-source machine learning framework developed by NTT.  You can find all necessary resources below to get you started. 

 

Jubatus Official Website:

http://jubat.us/en/

 

Jubatus QuickStart VM:

http://download.jubat.us/event/handson_02/vm/jubatus-handson_vmware.zip

(ID: jubatus, Password: acinonyx)

 

Tutorial Slides about Jubatus:

http://www.slideshare.net/kumagi/what-is-jubatus

Data Sets

Computer failure data repository. Detailed failure data from a variety of large production systems https://www.usenix.org/cfdr

Data generated from TCP dump that can be used to train a network intrusion detection system http://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html

Rating data sets from the MovieLens web site http://grouplens.org/datasets/movielens/

Google+ social network http://snap.stanford.edu/data/egonets-Gplus.html

Stanford web graph http://snap.stanford.edu/data/web-Stanford.html

Airline on-time performance record http://stat-computing.org/dataexpo/2009/

Prizes

First place: $1,000 cash and $1,000 Dimension Data cloud credit.

Second place: $500 cash and $500 Dimension Data cloud credit.

Third place: $300 Dimension Data cloud credit.

Audience favorite: $500 cash and $500 Dimension Data cloud credit.

Judging criteria

Creativity.

Feasibility.

Visualization (meaningful representation of the data and results).

Presentation (details of the use case, description of the tool set and the reasons for choosing it and business applicability).

Use of real-time machine learning (for example, Jubatus) earns extra points.



If you have any questions, please send an email with the subject line NTT Hackathon to otis@nestgsv.com.

 

Have questions about NTT Innovation Institute Machine Learning Hackathon? Contact NestGSV

When & Where


NestGSV
425 Broadway St
Redwood City, CA 94063

Friday, June 20, 2014 at 6:00 PM - Saturday, June 21, 2014 at 7:00 PM (PDT)


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Organizer

NestGSV

NestGSV accelerates global innovation by launching Innovation Labs around important trends in the growth economy, such as Big Data, Ed Tech, Sustainability and Mobility.

 

We offer a 72,000 square foot campus at the epicenter of Silicon Valley, along with diverse programs to help innovators thrive. We specialize in startup relationships, corporate partnerships, education, accelerator programs, hackathons, ideathons, and industry networking.


For more information, visit us at nestGSV.com or follow us on Twitter @nestGSV.

For partnership inquiries, email us at info@nestGSV.com. 

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