Leetcode (Hard), ML design problem, systems architecture design, HR.
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."
8,197 machine learning interview questions shared by candidates
Which of the following would you add to linear regression training to fix this specific issue
what is overfitting and how it can be reduced by using different regularization techniques?
Q. Behavioural questions about dealing with specific situations in past roles.
Why use F1 over accuracy?
How can you perform dot products of sparse data arrays in a quick amount of time? (Instead of a for loop that multiplies each element in both arrays)
What is convolution? How do you detect an object without using CNNs? What is NMS?
Design a recommendation system???
How would you handle a situation where your model performs well in validation but poorly in production?
knapsack problem
Viewing 551 - 560 interview questions
See Interview Questions for Similar Jobs
Machine Learning Software EngineerIntern Data ScientistMachine Learning Research ScientistData Science Summer InternSoftware Engineer Natural Language ProcessingRobotics Software EngineerMachine Learning ScientistMachine Learning EngineerMachine Learning Research EngineerData Science Software EngineerResearch Scientist Computer VisionJunior Data ScientistSoftware Engineer Machine LearningSenior Data ScientistData Scientist InternMachine Learning ResearchData ScienceBioinformatics Software Engineer