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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

Contains 5 rounds of interviews: 1,2 -> Data Structure and Algorithms and I prepared from Leetcode, GFG and online resources on web/Ytube | Make sure to prepare Graph, Trees and DP -> Level of questions wasn't too hard but you should give multiple approaches and code one most optimal 3 -> ML/DL specific knowledge with focus on area of your choice like recommendation engine, NLP or Vision 4 -> ML System Design | Educative IO provide good course: Grokking the Machine Learning Interview | Talk about pipeline (Data Collection, preprocessing, model arch, loss function, optimization, Serving, Monitoring) | Write code in DL framework of your choice for suggested ML system Design 5 -> Behavioural interview | Googlyness | Why google, why this role, why a company change and similar ones.
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Machine Learning Engineer

Interviewed at Google

4.4★
Aug 2, 2023

Contains 5 rounds of interviews: 1,2 -> Data Structure and Algorithms and I prepared from Leetcode, GFG and online resources on web/Ytube | Make sure to prepare Graph, Trees and DP -> Level of questions wasn't too hard but you should give multiple approaches and code one most optimal 3 -> ML/DL specific knowledge with focus on area of your choice like recommendation engine, NLP or Vision 4 -> ML System Design | Educative IO provide good course: Grokking the Machine Learning Interview | Talk about pipeline (Data Collection, preprocessing, model arch, loss function, optimization, Serving, Monitoring) | Write code in DL framework of your choice for suggested ML system Design 5 -> Behavioural interview | Googlyness | Why google, why this role, why a company change and similar ones.

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