Artificial Intelligence Questions asked in MNC

How is overfitting avoided in neural networks? Overfitting is avoided in neural nets by making use of a regularization technique called ‘dropout.’ By making use of the concept of dropouts, random neurons are dropped when the neural network is being trained to use the model doesn’t overfit. If the dropout value is too low, it … Read more

Explain Alpha–Beta pruning. Alpha–Beta pruning is a search algorithm that tries to reduce the number of nodes that are searched by the minimax algorithm in the search tree. It can be applied to ‘n’ depths and can prune the entire subtrees and leaves. What is model accuracy and model performance? Model accuracy, a subset of … Read more

List the key components of LSTM. Gates (forget, Memory, update, and Read) Tanh(x) (values between −1 and 1) Sigmoid(x) (values between 0 and 1) Why do we need Artificial Intelligence? The goal of Artificial intelligence is to create intelligent machines that can mimic human behavior. We need AI for today’s world to solve complex problems, … Read more

What is the function of the third component of the planning system? In a planning system, the function of the third component is to detect when a solution to problem has been found. What are the typical characteristics of elements in a list and a dictionary? In lists, elements maintain their order unless they are … Read more

Artificial Intelligence Interview Questions – Set 24 Artificial Intelligence Interview Questions – Set 23 Artificial Intelligence Interview Questions – Set 22 Artificial Intelligence Interview Questions – Set 21 Artificial Intelligence Interview Questions – Set 20 Artificial Intelligence Interview Questions – Set 19 Artificial Intelligence Interview Questions – Set 18 Artificial Intelligence Interview Questions – Set … Read more