Systems Design for how Rokt's product works (think how Amazon recommends products when you add something to your basket/look at a product).
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
8,195 machine learning interview questions shared by candidates
Machine round test a good one
For the problems, focus on dynamic programming, priority queues, and graph algorithms on LeetCode. Also learn SQL.
Several questions across different interviews. Was asked to implement knn and select an algorithm that would deal with video scene identification for the final one. Also, the HR asked the questions that you can find in any interview process of a large company, e.g describe a time where you explained a technical matter to a non-technical audience etc.
How many ways to climb to a ladder of n height, if you can take either one or two steps. (hint: dynamic programming)
Recommender Algorithm System Design (Machine Learning System Design)
Q: Write a code for dot product of two sparse vectors making sure it is time and space efficient
What is regularization used for?
Interview rounds based on machine learning and algo coding 1. Questions related to machine learning theory and projects 2. algorithm coding questions (varinats of leetcode problems)
des questions théorique pendant le Live coding sur les architectures des modéles ML comme c'est quoi transformers.
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