Data and AI Training

Home | Power BI | Excel | Python | SQL | Generative AI | Visualising Data | Analysing Data

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:

• Handling exceptions with the try / except / finally block.
• Using Python in VSCode (a very popular editor)
• Regular Expressions
• Scraping data from web pages

What is OOP and when is it useful?

• Classes
• Instance variables
• Instance Methods
• Properties – getters and setters
• Class methods