Machine Learning is all the rage these days. But don’t we all just use ready-made products like ChatGPT or Stable Diffusion?

We want to go back to basics with you: what machine learning is and how it basically works, and then show you how to apply it in a cloud application.

Talks
Talk 1: Machine Learning Basics

Introduction to Machine Learning: Ar­ti­fi­cial Neu­ral Net­work­s, Deep­ Learn­ing, ­Sup­port­ Vec­tor ­Ma­chi­nes, Prin­ci­pal ­Com­po­nen­t ­Analy­sis, In­de­pen­den­t ­Com­po­nen­t ­Analy­sis

About the speaker:
From Physics to Medical Imaging to DevOps to Machine Learning: Manuel Meilinger does it all. Wherever there is data to be analyzed and improvements to be made, Manuel will find a way to do it.

Talk 2: Improving Gameplay by using Machine Learning and real-time event processing

At Phoenix Games we are part of the mobile gaming industry and provide technology to our studios for delivering personalized content to the players based on real-time event processing and machine learning model predictions. We developed our own infrastructure to ingest, process and store vast amounts of in-game data and deliver customized recommendations in real-time to improve the player’s experience. Leveraging AWS Cloud technologies and Apache Flink enabled us to build an (almost) serverless mobile game event collection and processing infrastructure. We want to share our journey from an engineering perspective and discuss our learnings from assessing various technologies.

About the speaker:

Fabian Zillgens has been working in the mobile gaming industry for several years and greatly enjoys participating in meetups, game jams and community events.
Artem Volk is a developer who loves frontend, backend, infrastructure, networking, and embedded. He has been leading small teams and likes to mentor. Experienced in a couple of programming languages and platforms he knows that two different ways to get things done yields at least two possible solutions.

Timeline
18:00–18:30 Doors Open
18:30­–19:15 Talk 1: Machine Learning Basics
19:15–19:45 Food & Drinks
19:45–20:30 Talk 2: Improving Gameplay using Real Time Machine Learning
20:30– … Networking Time

Zur Anmeldung

Kaum zu glauben, das TAWA YAMA wird drei! Wir sind stolz auf unser Team und dankbar für unsere treuen Gäste!

Daher sehen wir dieses Jubiläum als eine gute Gelegenheit DANKE zu sagen und gemeinsam mit Euch zu feiern.

Ob drinnen oder draußen, ob EASY oder FINE, bei unserem TAWA YAMA SOMMERFEST flaniert Ihr durch all unsere Räume, verkostet und genießt Raffiniert-Köstliches an rund 20 Genuss-Stationen: Live Cooking, Izakaya Gerichte sowie Weine und Sekte von hochkarätigen Weingütern. House Beats von DJ Saltywax und der großartige Blick über begrünte Dächer und auf den Durlacher Turmberg bieten den idealen Rahmen für unser Sommerfest!

Zu den Tickets (14.07.23)

Zu den Tickets (15.07.23)

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mit Sommelier Dominik Trick und feinem Menü

95 € pro Person

Anmeldung vor Ort in der Durlacher Pestoria (An der RaumFabrik 1, 76227 Karlsruhe)

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Zur Anmeldung

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Afterwork-Session auf der EASY Terrasse