Blog
In unserem blog teilen wir unser Wissen, sprechen über Ideen und über uns. Artikel werden in der jeweiligen Originalsprache veröffentlicht.
Technology
Every company needs a modern data architecture
by Özgür Demir
In this video I'll briefly describe on a high level why every company needs a modern data architecture by looking at some industry specific examples.
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Technology
Can you afford to train AI models?
by Özgür Demir
Training a large language model as massive as Llama 2 70B takes approximately 1,720,320 GPU hours which translates to around 2.5 million Euros.
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Technology
The Backbone of Custom AI Models: Solid Data Architectures
by Özgür Demir
AI models perform best when trained on problem specific data sets. Data architectures on the other hand allow to ingest, store and process data on a large scale. Thus, without a solid data architecture it is almost impossible to train custom AI models.
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Process
How to start Data & AI Projects: Prioritize product over technology
by Özgür Demir
The 1st step when starting a new software project should involve understanding the bigger picture of why a certain digital product needs to be built.
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Technology
How to structure Terraform code
by Özgür Demir
Terraform itself does not specify a specific folder structure. Many engineers are thus confused on how to structure their terraform code.
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Process
Don’t interrupt software engineers!
by Özgür Demir
Engineers struggle with scattered meetings hampering productivity, unlike managers who handle interruptions better. To address this, engineers must communicate with managers for solutions like concentrated meeting blocks to minimize disruption and enhance focus.
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