Explain the Following Terms. 1. Define Machine Learning 2. Spam filtering 3. PCA 4. Wrapper approach 01
[2 marks]Discuss the human learning vs machine learning.
[7 marks]State importance of data preprocessing in machine learning.
[7 marks]Differentiate briefly Classification and Regression Technique of ML.
[7 marks]Discuss supervised and unsupervised machine learning algorithm.
[7 marks]What is Feature Extraction? Discuss PCA algorithm of feature extraction.
Explain the concept of Naive Bayesian theorem.
[7 marks]Discuss Linear and Multi linear Regression method.
[7 marks]Explain Back propagation Neural network.
[7 marks]Explain features engineering.
[7 marks]Discuss Algorithm of Decision tree.
[7 marks]Discus the steps of Apriori Algorithm.
[7 marks]Discuss Clustering concept and its Features.
[7 marks]What is Reinforcement Learning method? List its various algorithms. Explain any one of them.
[7 marks]Discuss the concept of Association mining and Market basket analysis.
[7 marks]Write the SVM model in detail.
[7 marks]Write a detail note on learning process in ANN.
[7 marks]