How would you calculate area of something wa want to detect in medical CT scans? Coding: number of islands in a grid of 0s and 1s
Algorithm Development Engineer Interview Questions
880 algorithm development engineer interview questions shared by candidates
Why are you interested in Apple, and the camera team in particular?
Algorithm design
Technical Assessment (20 minutes) LeetCode Question: Longest Palindromic Substring Coding live where the interviewer can see your code on a shared editor. Discussion and Questions (40 minutes) Self-Introduction Project Discussion: Explain a project related to LLM LLM Creation: How is a Large Language Model created? Model Architectures: Explain the different models and their architectures (e.g., GPT, LLAMA, Falcon, BLOOM) Positional Embeddings: What is the purpose of positional embeddings? Normalization Techniques: Difference between BatchNorm and LayerNorm Retrieval-Augmented Generation (RAG): - What is RAG? Explain its purpose. - Even if you use RAG, there are hallucinations occurring. Why is this so and what can you do to mitigate? - What other current academic advancements in RAG? Explain about some frameworks that are trending. Scenario Question: If we have large-scale data (billions of records) from the web, how can I efficiently select math-related data? Discuss using distributed computing frameworks if possible.
What are the relevant projects that you have done?
Kalman filter
-Wie würden Sie physikalisch ein Lithographiesystem modellieren? -Welche Fehlerquellen hat so ein Aufbau? -Welches Modell verwenden Sie für die Modellierung der Reflektion des Lasers an der Fotomaske? -Mit welchem Verfahren lösen Sie das Problem numerisch? -Welche Erfahrungen haben Sie mit CUDA?
General questions regarding the background and previous experiences, connection to the role, and problem solving abilities.
test correctness of a sudoku grid
Describe how the transformer architecture works
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