Öffentliche Fragen

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How would you build reproducible code?

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TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Python: what is the difference between is and ==?

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TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Python: immutable vs mutable variables passed to a function — how different are they?

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TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Design a chatbot.

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SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Design and implement a full system solution.

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SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Design a recommender system.

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SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

How would you integrate an AI-based system to help a zoo owner improve their business?

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SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Precision vs Recall — which matters more for fraud detection?

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SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

When dealing with massive datasets, how do you decide between using sparse matrix representations versus dense ones, and how does this affect memory bandwidth?

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SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

What are the trade-offs between using FP32, FP16, and BF16 precision when training large-scale models on NVIDIA GPUs?

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TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

What does it mean for an algorithm to be numerically unstable?

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TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Describe any AI pipelines that you implemented in any cloud.

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ExperienceAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

What is fine-tuning? How would you fine-tune X company’s model which uses hosted LLM models?

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TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Discuss a machine learning model you have experience with and its underlying principles.

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ExperienceAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

How do you deal with certain situations in model training?

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SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Explain a project where you implemented a machine learning model.

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ExperienceAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Explain RNN (Recurrent Neural Network) Transfer Learning.

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TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Tell me about BERT (Bidirectional Encoder Representations from Transformers) architecture.

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TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Can you explain the basic principles behind Generative Adversarial Networks (GANs)?

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TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

What is your favourite ML model?

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ExperienceAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer
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