Joep Kokkeler
One of the few data engineers who is trying to combine data with oranges to make chocolate out of it
Utrecht, The Netherlands
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Was a member of the IoT techday/Teqnation program committee(2016, 2107, 2018, 2019), presentation on Kafka usage during football, developing and deploying on Hololens, Total Devops using Gitlab, Evolution of a datascience product(internal client use only), Using the elastic stack from PoC to Production, Xbox Kinect on a bike @ Devoxx london
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How an engineer could possibly understand an data scientist, by using pirates
If you always wondered what goes in on in a data scientists head, this is not the talk for you. If you are wondering how a to understand a data scientist from an engineers perspective, this IS the talk for you!
Instead of just showing and talking about the methods and formulas, this talk will give you a way to get an understanding on how data scientists use these techniques by comparing them with pirate activities. Like entering the right ship not based on a hunch but on actual models, the one they should used during the pirate days.
After this talk, you will have a better understanding of the terms and way of working of the pirates data scientist in your team. So next time you see the following terms: Confusion Matrix, Accuracy, Precision, Recall, Precision-Recall Curve, F1-Score, Area Under the Curve (AUC); let's hope you’ll won’t confuse them with what Captain Blackbeard is doing.
Lets replace Kafka with Kafka...?
Apache Kafka is by many standards the go-to solution for consistent, highly available and fault tolerant event store and stream-processing platform. As it is open source, there are a multitude of additions that you can add to your plain Kafka installation to make it more useful to your application. There are also a couple of commercial installations available, all with the promise of being more Kafka for your Kafka needs. But are they suited for what you need?
Lets find out by comparing:
OG Kafka in k8s
Commercial distributions
A secret 3th option?
And maybe you’ll find your solution
Joep Kokkeler
One of the few data engineers who is trying to combine data with oranges to make chocolate out of it
Utrecht, The Netherlands
Actions
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