Write your thoughts on human learning vs. Machine learning.
[7 marks]Explain steps to train and evaluation matrices to check model performance.
[7 marks]Explain Information gain & Entropy.
[7 marks]How to find Nearest Neighbors in KNN algorithm.
[7 marks]Explain naive Bayes algorithm.
[7 marks]Explain Back propagation Neural network.
[7 marks]Discuss supervised and unsupervised machine learning algorithm.
[7 marks]Explain Random forest algorithm.
[7 marks]Explain Data preprocessing in machine learning.
[7 marks]Write classification learning steps with appropriate example.
[7 marks]Explain features engineering.
[7 marks]Explain Artificial Neural Network with suitable example.
[7 marks]Explain different types of Regression algorithm.
[7 marks]Explain k-means clustering algorithm.
[7 marks]Explain Apriori algorithm for association rule learning.
[7 marks]What is Deep learning? Compare Deep Learning with machine learning.
[7 marks]What is Reinforcement Learning method? List its various algorithms. Explain any one of them.
[7 marks]