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intro2BigData

Class No. Topic
1 KDD process
2 SQL
3 Data Preprocessing: Imputation
4 Data Transformation
5 Learning Algorithms
6 Frequent Pattern Mining
7 Clustering and K-Means
8 DBSCAN
9 Classification and Naive Bayes
10 Decision Trees
11 Prediction and Linear Regression
12 Timeseries Analysis (Auto Regression and ARIMA)
13 Voting and Ensemble techniques

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