Course Materials: - University of Maryland College of ...

Identify imperfections, biases, and other problems in data sets . Clean up, standardize, and normalize data to prepare for data analysis . Extract data from a variety of data types and formats . Collect large data sets through scalable, automated means, such as web scrapers . Transform data among a variety of formats and standards ................
................