LeetCode questions are at the easy/medium level. System design is a regular task about designing ML algorithms
Machine Learning Specialist Interview Questions
8,208 machine learning specialist interview questions shared by candidates
Two leetcode questions (check description)
The interview questions were some behavioral ones, then some fundamental questions about machine learning concepts and definition of different algorithms, how to select one method over another one considering the data. The next phase was coding interview with two questions, some tricky questions also asked.
Text methods (latent, etc), he asked if I knew anything about these.
Describe an example where you had multiple alternatives to choose from for tools/approaches for a project. How did you go forward?
gradient descent
Given a dataset, develop a machine learning model for classification using Jupyter notebook
Hyperparameters for Logistic regression Why Random forests reduce overfitting
What experience do you have in developing machine learning methods
1. Introduce yourself 2. Why Arm? 3. Python question, look at a piece of code, tell us what is wrong about it 4. Python question, where you actually have to code something 5. Tensorflow question, look at a piece of code, tell us what is wrong about it 6. Do you have anything you would like to add, final thoughts, questions
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