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In unserem blog teilen wir unser Wissen, sprechen über Ideen und über uns. Artikel werden in der jeweiligen Originalsprache veröffentlicht.
Technology
Personal Identifiable Information in AI Models
by Özgür Demir
Prior to training AI models, it is thus crucial to eliminate PII from datasets to safeguard individual privacy and adhere to data protection regulations such as GDPR, CCPA, and HIPAA.
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Technology
The AI Technology Stack
by Özgür Demir
The current stack of technologies a ML Engineer / Data Scientist needs to know is quite large.
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Technology
Contradicting KPIs and Metrics in AI
by Özgür Demir
One of the first steps when embarking on a real-world machine learning (AI) project is to consider metrics and Key Performance Indicators (KPIs) for evaluating a model's performance.
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Process
Prefer Simple AI Models Over Complex Ones: Even if they Perform Worse
by Özgür Demir
Many data scientists, especially those with an academic background, solely focus on model prediction performance. However, in industrial settings, other factors like maintainability, scalability, and explainability are equally important.
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Process
Unlocking Your Next Career Move: Essential Questions for a Successful Job Interview
by Özgür Demir
Job interviews aren't just about being questioned; they're an opportunity for you to explore the company and role you’re interviewing for. Discover how asking the right questions can guide you toward the perfect company and role fit.
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Technology
Reasons to train your own LLM
by Özgür Demir
Most companies use publicly available APIs to incorporate LLMs into their own products. While this is not a bad approach, especially if you're just starting with LLMs, it also has some drawbacks.
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