BLU 537E - Data Analysis&Visualization

Course Objectives

1) Analysis on unstructured data
2) Data cleaning, transformation and integration
3) Data visualization techniques and applications

Course Description

Data analysis applications, Data Structures in Python, String objects and regular expressions for pattern search, Class, file management and important modules in Python,Case-study on unstructured data, Numpy array operations, Data Cleaning and Filtering with PANDAS, Data merging, joining and reshaping with PANDAS, Data aggregations and group operations with PANDAS,Time series analysis with PANDAS, Storrytelling and visual communication, Application of common plot types, Plotting Multiple Graphs, Subplots and Figures, Customizing color and styles