How ML is different than the general

programming languages

Define barriers application of ML that can be utilized for real time problems

What is the meaning of feature extraction and how it affects the model performance

Define hyper parameter and hyper parameter tuning. Explain the purpose of hyper parameter tuning also.

If the learning rate of the algorithm is smaller then what is the effect occurred during the model building

What do you mean by the Overfiting nd Underfiting of the model and relate the same with model building process

Explain the confusion matrix with the Terminologie occurred in confusion matrix

What do you mean by churn analysis and define the terminating condition for the chum prediction.

Explain the imbalance dataset and the steps need to perform for imbalanced

data

What is the meaning of multi layer perceptron define it with the help of suitable diagram

What is the role of activation function in

neural network

Differentiate between feed forward and

backward neural network.