Machine Learning in the cloud and stateful apps in k8s

GDG Cloud Berlin
Thu, Jul 12, 2018, 6:30 PM (CEST)

About this event

Hi everyone,

In this meetup we would like to talk about Machine Learning.

GoEuro (https://www.goeuro.com/) will be hosting us at their office in Prenzlauer Berg and we are starting at our usual time. Some infos are not yet finalized, but we will update them asap.

Check out our agenda below.

Agenda:

6:45 - 7:00 pm: Welcome to the meetup, grab some food and drinks

7:00 - 7:45 pm: Hotdog or Not Hotdog: training and serving a Tensorflow model in Google Cloud Platform - Ed Medvedev

7:45 - 8:30 pm: Learnings from running Stateful Applications in Kubernetes - Lorenzo Fundaro

From 8:30 pm: Networking, stay for some drinks

Abstracts:

Hotdog or Not Hotdog: training and serving a Tensorflow model in Google Cloud Platform - Ed Medvedev

Let's talk machine learning in the cloud! Ed Medvedev (@ohaithear) is going to use a simple binary classifier of hotdogs to give a brief overview of the ML capabilities of Google Cloud Platform: simple training, distributed training, and serving.

Tensorflow knowledge is not required, as we'll also talk about reusing existing models, although some basic familiarity is recommended.

Learnings from running Stateful Applications in Kubernetes - Lorenzo Fundaro

Over the last two years we’ve collected some learnings about running Stateful Applications (e.g. Elasticsearch, Couchbase, Cassandra, Graphite, etc.) in Kubernetes we’d like to share with community.
We’ll also talk about possible alternatives as well as particular implementations and best practices.

Hope to see you all there!


Organizers

  • Balkan Misirli

    Balkan Misirli

    Flink

    Senior Data Engineer

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  • Hany Elfouly

    Hany Elfouly

    Seer Real

    Chief Growth Officer

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  • Beatrice Schreiber

    Beatrice Schreiber

    CLOUDPILOTS Software & Consulting GmbH

    CLOUDPILOTS, Marketing Specialist

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