QUESTION 1:
What is pre-trained model in machine learning?
Machine learning Junior
Machine learning job interview questions
Are you preparing for a job interview in machine learning? We’ve compiled a list of machine learning interview questions and answers to help you prepare. From the different types of machine learning to the most commonly used algorithms, our list covers everything you need to know to ace your next interview.
QUESTION 2:
What is deep reinforcement learning and how is it different from traditional reinforcement learning?
Machine learning Junior
QUESTION 3:
What is the difference between value-based and policy-based reinforcement learning?
Machine learning Junior
QUESTION 4:
What are some common optimization algorithms used in machine learning?
Machine learning Junior
QUESTION 5:
What is a confusion matrix and how is it used to evaluate a model?
Machine learning Junior
QUESTION 6:
What is reinforcement learning and how is it used in game development?
Machine learning Junior
QUESTION 7:
What is cross-validation and how is it used in machine learning?
Machine learning Junior
QUESTION 8:
What is regularization in machine learning and why is it important?
Machine learning Junior
QUESTION 9:
How do you handle missing data in a dataset?
Machine learning Junior
QUESTION 10:
How do you deal with imbalanced datasets in machine learning?
Machine learning Junior
QUESTION 11:
What are the steps in the machine learning model development process?
Machine learning Junior
QUESTION 12:
How do you evaluate the performance of a machine learning model?
Machine learning Junior
QUESTION 13:
What is deep learning and how is it different from traditional machine learning?
Machine learning Junior
QUESTION 14:
What is an autoencoder in machine learning?
Machine learning Junior
QUESTION 15:
What is the difference between online learning and batch learning?
Machine learning Junior
QUESTION 16:
What is semi-supervised learning in machine learning?
Machine learning Junior
QUESTION 17:
What is a recurrent neural network (RNN) in machine learning?
Machine learning Junior
QUESTION 18:
What is a support vector machine?
Machine learning Junior
QUESTION 19:
What is a loss function in machine learning?
Machine learning Junior
QUESTION 20:
What is a decision tree in machine learning?
Machine learning Junior
QUESTION 21:
What is batch normalization in deep learning?
Machine learning Junior
QUESTION 22:
What is a kernel in machine learning?
Machine learning Junior
QUESTION 23:
What is a hyperparameter in machine learning?
Machine learning Junior
QUESTION 24:
What is backpropagation?
Machine learning Junior
QUESTION 25:
What is transfer learning?
Machine learning Junior
QUESTION 26:
What is the difference between classification and regression?
Machine learning Junior
QUESTION 27:
What is bias-variance tradeoff in machine learning?
Machine learning Junior
QUESTION 28:
What is underfitting in machine learning?
Machine learning Junior
QUESTION 29:
What is overfitting in machine learning?
Machine learning Junior
QUESTION 30:
What is reinforcement learning?
Machine learning Junior
QUESTION 31:
What is the difference between supervised and unsupervised learning?
Machine learning Junior
QUESTION 32:
What is a neural network?
Machine learning Junior
QUESTION 33:
What is deep learning?
Machine learning Junior
QUESTION 34:
What is machine learning?
Machine learning Junior
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