Description In this project, initially we preprocess the data and then develop an understanding of different features of the data by performing exploratory analysis and creating visualizations. Further,after having sufficient knowledge about the attributes, performed a predictive task of classification to predict whether an individual makes over 50K a year or less,by using different Machine Learning Algorithms. Domain Social Tasks Done
- Data Preprocessing:
a) Replaced all the missing values with NA. b) Removed all the rows that contain NA values. c) Removed all whitespaces from the columns.
- Data Manipulation: