Python for Data Science workshop

By the end of the workshop, you will have the techniques to be able to:

• Understand commonly used built-in Python data types, including lists, tuples, and dictionaries

• Write conditional statements using if, elif and else in Python

• Write a for loop in Python

• Read and write large amounts of data using pandas

• Perform common data manipulations including filtering, selecting specific rows and columns, along with other routine data analysis tasks with pandas.

• Merge dataframes in various ways using pandas

• Use Python for basic data analysis tasks (data cleaning and reformatting, exploration, analysis)

• Understand Python’s role as a tool in the backend and analysis toolkits

• Use tools like Spyder, iPython notebooks, packages such as pandas, and visualization

Agenda

The workshop agenda is here

All rights reserved.