The data pertains to a Direct Marketing campaign of a European Banking institution. The classification goal is to predict if the client will subscribe a term deposit : Basic Data Analysis includes identifying the Dependent and Independent variables, a multivariate analysis has been performed after cleaning the dataset for NA’s. Then a linear model has been developed so as to predict the target variable and also a Decision tree has been constructed w.r.t the independent variables. The Percentage of the Accuracy of prediction is found to be 88.

EDA Assignment

A brief analysis on Movie ratings MovieLens 1M Dataset Stable benchmark dataset. 1 million ratings from 6000 users on 4000 movies. Released 2/2003. README.txt ml-1m.zip (size: 6 MB, checksum) http://grouplens.org/datasets/movielens/1m/

A brief analysis on the Dataset