Administrative information

Title	Understanding Data
Duration	45
Module	A
Lesson Type	Tutorial
Focus	Technical - Foundations of AI
Topic	Data Understanding

Keywords

Data types,data transformations,pandas,data visualisation,

Learning Goals

• Learner is able to detect missing values and outliers in a given data set, using Python.
• Learner knows how to identify data types of features in a Pandas data frame.
• Learner can create basic visualisations on a given dataset using Python.
• Learner can calculate descriptive statistics with Python.

Expected Preparation

Lesson Materials

• Notebook for the analysis of the adult census income data

The materials of this learning event are available under CC BY-NC-SA 4.0.

Instructions for Teachers

You can show the students how you can use python to get to know your data, using the notebook linked below.

More information

Click here for an overview of all lesson plans of the master human centred AI

Please visit the home page of the consortium HCAIM

Acknowledgements

	The Human-Centered AI Masters programme was co-financed by the Connecting Europe Facility of the European Union Under Grant №CEF-TC-2020-1 Digital Skills 2020-EU-IA-0068. The materials of this learning event are available under CC BY-NC-SA 4.0
The HCAIM consortium consists of three excellence centres, three SMEs and four Universities