What is Machine Learning? Write a detail note on types of Machine Learning.
[7 marks]Explain in detail Data Quality and Data Remediation process in Machine Learning.
[7 marks]Explain K-fold Cross-Validation method with example in detail.
[7 marks]Write a detail note on PCA, SVD and LDA.
[7 marks]What is Naïve Bayes classifier? Narrate Principle of Naive Bayes Classifier.
[7 marks]Discuss k-Nearest Neighbour (kNN) Algorithm in detail with example.
Write a detail note on Simple Linear Regression Algorithm.
[7 marks]Explain in brief, the Decision Tree Algorithm.
[7 marks]Discuss Logistic Regression Algorithm in detail.
[7 marks]Explain in detail k-means Algorithm for Clustering.
[7 marks]Explain how Market Basket Analysis uses the concepts of Association Analysis
[7 marks]Explain in detail k-medoid Algorithm for Clustering.
[7 marks]Explain the Apriori algorithm for association rule learning with example.
[7 marks]Explain Back propagation Neural network.
[7 marks]Write a detail note on learning process in ANN.
[7 marks]Explain Artificial Neural Network with suitable example.
[7 marks]What are the different types of activation functions popularly used? Explain each of them in detail.
[7 marks]