What is the difference between Python class and instance variables
Machine Learning Interview Questions
8,197 machine learning interview questions shared by candidates
What is inheritance and give an example
What is the algorithm underlining dictionary
knapsack problem
How would you handle a situation where your model performs well in validation but poorly in production?
design the data engineering architecture for calculating who your recommended matches are going to be
To complete the test task.
Questions related around my current work and in depth dive into the tools I've been using to orchestrate machine learning pipelines. Since Slalom is a consulting company, they are cloud agnostic. I was more familiar with GCP. What is Vertex AI? What limitations do you see in Vertex AI? How would you create a pipeline in Vertex AI? I think Vertex AI is GCP's service similar to AWS Sagemaker but i might be wrong.
Tree and queue related question were asked in the interview?
Each day a quarry-worker is given a pile of stones and told to reduce the larger stones into smaller ones. The worker must smash the stones together to reduce them, and is told to always pick up the largest two stones and smash them together. If the stones are of equal weight, they both disintegrate entirely. If one is larger, the smaller one is disintegrated and the larger one is reduced by the weight of the smaller one. Eventually, there is either one stone left that cannot be broken, or all of the stones have been smashed. Determine the weight of the last stone, or return O if there is none. Example weights = [1,2,3,6,7,7]. The worker always starts with the two largest stones. In this case, the two largest stones have equal weights of 7 so they both disintegrate when smashed. Next the worker smashes weights 3 and 6. The smaller one is destroyed and the larger weighs 6 - 3 = 3 units. Then, weights 3 and 2 are smashed together, which leaves a stone of weight 1. This is smashed with the last remaining stone of weight 1. There are no stones left, so the remaining stone weight is 0. Function Description Complete the function lastStoneWeight in the editor below. The function must return an integer that denotes the weight of the last stone, or 0 if all stones shattered into dust. lastStoneWeight has the following parameter(s): int weights[n]: an array of integers indicating the weights of each stone Constraints • 1 5n≤ 105 • 1 ≤ weights[i] ≤ 109
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