Serverless TensorFlow on Kubernetes + Solving Alpha Go/Zero with TensorFlow - San Francisco

Опубликовано: 24 Октябрь 2024
на канале: Generative AI on AWS
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Advanced Spark and TensorFlow Meetup - San Francisco - Feb 8, 2018 - Hosted by Thumbtack!

We hit 9,500 members!!!

Talk 1: Deploying Serverless TensorFlow AI Models and Functions on a Kubernetes Cluster using PipelineAI and OpenFaaS by Chris Fregly, Founder & Engineer @ PipelineAI

http://pipeline.ai

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/...
https://developers.googleblog.com/201...
Latest (Official) MNIST using customer estimator:
https://github.com/tensorflow/models/...

Talk 3: Alpha Go Zero/AlphaZero with TensorFlow, Probabilistic Methods, and Neural Network Techniques by Brett Koonce (  / brettkoonce  , CTO @ Quarkworks (https://quarkworks.net/)

https://deepmind.com/blog/alphago-zer...
http://brettkoonce.com

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.

Related Links
https://academy.realm.io/posts/brett-...
http://brettkoonce.com
http://pipeline.ai
http://community.pipeline.ai