Differentiate between human learning and machine learning
[5 marks]Write the list of state-of-the-art languages/tools used in machine learning. Explain on any four of them.
[ marks]Explain Feature transformation and its type. Explain one of the type of it.
[7 marks]Draw flow chart of overall feature selection process and explain it in detail.
[7 marks]Draw classification chart for the data types in machine learning. Explain “Nominal” data type with example.
[7 marks]Explain Brute-force Bayesian algorithm with in detail.
[7 marks]Differentiate between supervised and unsupervised machine learning.
[7 marks]Find the variance and standard deviation for both samples. Form the value of variance and standard deviation, write comparison comment for samples. Sample 1 values : 49, 44, 46, 42, 48, 45, 47, 43, 50 Sample 2 values : 28, 34, 46, 32, 59, 39, 58, 52, 54
[8 marks]Explain Bayesian belief network in detail.
[6 marks]Explain k -Nearest Neighbour algorithm.
[7 marks]Explain simple regression with equation and examples
[7 marks]Explain logistic variable linear regression with equation and example
[7 marks]Explain Random Forest algorithm.
[7 marks]For association rule learning, explain Apriori algorithm in detail.
[7 marks]Explain backpropagation in Neural Network with example.
[7 marks]Explain K-mediods algorithm.
[7 marks]Explain types of activation functions in Neural Network.
[7 marks]