This course provides the student with the skills needed to use advanced tools in Python that focus on data manipulation and Analysis as well as advanced data visualization. Students learn how to use the PANDAS library for data science analysis and the creation of website API for data gathering and manipulation. Students evaluate Python code as well as develop their own code and analyze complex data sets.