Solving Alpha Go Zero + TensorFlow, Kubernetes-based Serverless AI Models on GPU
Details
New Date: Thurs, Feb 8th
Host: Thumbtack (Thank you, Thumbtack!!)
Location: 1355 Market St -- Floor 6
San Francisco, CA 94103
We will record and post to https://youtube.com/c/PipelineAI shortly after the event.
Agenda
6:15pm Check-in begins at Main Historic Lobby
Drinks & light fare provided by Thumbtack's Culinary Team
7:00pm DOORS CLOSE!! 7:15pm Talks Begin!
Talk 0: Meetup Updates and Announcements by Chris Fregly, Founder & Engineer @ PipelineAI
We hit 9,500 members!!!
(More details to come...)
Talk 1: Deploying Serverless TensorFlow AI Models and Functions on a Kubernetes Cluster using PipelineAI and OpenFaaS by Chris Fregly, Founder & Engineer @ PipelineAI
Talk 2: TensorFlow's New(ish) Estimator and Dataset APIs with PipelineAI Community Edition (http://community.pipeline.ai) by Chris Fregly, Founder & Engineer @ PipelineAI
- http://community.pipeline.ai
- https://docs.google.com/presentation/d/16kHNtQslt-yuJ3w8GIx-eEH6t_AvFeQOchqGRFpAD7U/
- https://developers.googleblog.com/2017/12/creating-custom-estimators-in-tensorflow.html
- Latest (Official) MNIST using customer estimator:
https://github.com/tensorflow/models/blob/master/official/mnist/mnist.py
Talk 3: Alpha Go Zero/AlphaZero with TensorFlow, Probabilistic Methods, and Neural Network Techniques by Brett Koonce (https://www.linkedin.com/in/brettkoonce), CTO @ Quarkworks (https://quarkworks.net/)
In this talk, I will discuss how Google built Alpha Go Zero/AlphaZero to master the game of Go by combining probabilistic methods, neural network techniques and Tensorflow.