Project discussion, why not chosed some specific baselines which were naive, and philosophical questions like why the world is moving away from CNN or VAE or those architectures and coming to transformers like ViT, Catastrophic fogetting happens only due to LR in NN, which is a partial truth, Given PDF and RV, draw some specific number of points from it with a given list of probabilities, ROC-AUC, Evaluation metrics, Clustering algos, classical genAI algos, Dont quote anything mathematically but theoretically
Applied Scientist Interview Questions
1,160 applied scientist interview questions shared by candidates
System Design (Science Application): Summarize product reviews with key concepts
2nd online, coding interview with Sr Software Developer. The question was "Find the largest palindrome in a string"
explain how l1 regularization solvers work.
What is the relationship between PCA with polynomial kernel and a single layer autoencoder ? What if it is a deep autoencoder?
- Provide a one-hour technical presentation on a topic of your choice, but not completely out of the scope of the role you are interviewing for. - Complete coverage of the soft skills and principles that all Amazon employees are expected to demonstrate: show instances/cases in your career where you displayed those skills. - Technical quizzing on probabilities, statistics, and some Machine Learning algorithms - Coding style interview: use of data structures
find isolated islands in matrix
The difference of linked list and array. Time complexity of deleting and adding an element to linked list and array.
Questions about the Leadship Principles
An island is surrounded by water and is formed by connecting adjacent lands horizontally or vertically. You may assume all four edges of the grid are all surrounded by water.
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