Perguntas Públicas

Mostrando 20 de 9499 perguntas

How would you build reproducible code?

Hoje
TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

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

Hoje
TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

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

Hoje
TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Design a chatbot.

Hoje
SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Design and implement a full system solution.

Hoje
SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Design a recommender system.

Hoje
SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

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

Hoje
SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Precision vs Recall — which matters more for fraud detection?

Hoje
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?

Hoje
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?

Hoje
TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

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

Hoje
TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Describe any AI pipelines that you implemented in any cloud.

Hoje
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?

Hoje
TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

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

Hoje
ExperienceAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

How do you deal with certain situations in model training?

Hoje
SituationalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Explain a project where you implemented a machine learning model.

Hoje
ExperienceAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

Explain RNN (Recurrent Neural Network) Transfer Learning.

Hoje
TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

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

Hoje
TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

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

Hoje
TechnicalAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer

What is your favourite ML model?

Hoje
ExperienceAI EngineerAI/ML EngineerAI Software EngineerApplied AI Engineer
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