Free

AICamp workshop: Build Deep Learning based Real-Time Recommender System

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Location

ZGC Innovation Center

4500 Great America Pkwy

Santa Clara, CA 959054

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Description

Almost all online businesses today make use of recommender systems in some way or another. Instead of providing static data, a recommender system creates personalized informational flows independently for each user but also takes into account behavior of all users.

In this hands-on workshop, we walk through codes to build a deep learning based recommender system.

Agenda:

  • 5:30pm: checkin and food
  • 6:00-6:30pm: Introduction on recommender system and deep learning
  • 6:30-7:30pm: code lab: build recommender model using RealityEngines.AI
  • 7:30-8:30pm: code lab: build recommender model using open-source model
  • 8:30-9pm: Q&A and close

Speakers/Instructors:

  • Sam Nolen, ML engineer at RealityEngines.AI
  • Austin Zielman, ML engineer at RealityEngines.AI
  • Bindu Reddy, CEO and Co-Founder of RealityEngines.AI. Before starting RealityEngines.AI, she was the General Manager for AI Verticals at AWS, AI. Prior to that, she was the CEO and co-founder of Post Intelligence, a deep-learning company that created services for social media influencers that was acquired by Uber. Bindu was previously at Google, where she was the Head of Product for Google Apps.

Prerequisites:

  • Bring your laptops and should have Google accounts.
  • We will use Google Colab
  • Attendees should know Python or should have a working knowledge of Python. We will give them 2 sample notebooks to play with

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ZGC Innovation Center

4500 Great America Pkwy

Santa Clara, CA 959054

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