Define and explain Data warehouse.
[3 marks]Explain ELT Architecture
[4 marks]What is data mining? Describe the steps involved in data mining when viewed as a process of knowledge discovery.
[7 marks]Define DBSCAN and STRING.
[3 marks]Differentiate between classification and prediction.
[4 marks]Discuss major issues in Data Mining.
[7 marks]Explain Logistic regression with example.
[7 marks]What is Concept Hierarchy?
[3 marks]How is a data warehouse different from a database? How are they similar?Explain framework of data warehouse.
[4 marks]Draw and explain the data mining architecture.
[7 marks]List the applications of pattern mining.
[3 marks]Explain web usage mining
[4 marks]What is the purpose of Apriori algorithm? Explain with suitable example.
[7 marks]What is meant by association rule?
[3 marks]Discuss about outliers and its types.
[4 marks]Brief on Neural Network prediction method.
[7 marks]Explain web content mining.
[3 marks]What are the metrics for evaluating Classifier Performance.
[4 marks]What do you meant by Clustering? Explain the requirements used in Clustering? Page 1 of
[2 marks]Explain linear regression in detail.
[3 marks]Discuss about hierarchical clustering methods.
[4 marks]What is Bayes theorem? Explain the working of Naïve Bayesian Classifier.
[7 marks]Explain density baed clustering method.
[3 marks]Explain knowledge discovery from data(KDD) process.
[4 marks]Decision Tree Induction with example. Page 2 of
[2 marks]