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Python Advanced Course

Who should attend

People who to improve their Python skills especially using Python for data analysis and visualisation and AI

Course Length

Either 1 day (short course) or preferably 2 days (full course)

Learning Objectives

You will learn how to use Python to analyse and visualise data, using the numpy, pandas, seaborn and matplotlib packages.

If time allows, there is an introduction on how connect to and use AI models. You also learn the basics of Python’s object oriented capabilities to create classes.

Pre-requisites

Completion of both the Python foundation and intermediate courses.

Course Content

Manipulate numerical data with the numpy package.

Clean, tidy and analyse data with the pandas package.

Visualise data with seaborn and matplotlib packages.

Optional topics (if time allows and there is interest)

Other topics in this course, depending on the interest of attendees, may include:

What is OOP and when is it useful?

A few comments from attendees of previous courses

“Really useful having us take turns to present as it meant we had to participate. Leader made sure everyone was ok before moving on.”

“I’ve heard many things about Python and the ease with which it can process data. I found the manner it which it was presented and the use of the notebooks erased the need for breakpoints and watch windows and made the process much more friendly than other analysis tools.”

“The trainer did an excellent job. He was patient, well detailed and I understood all he taught.”