Data Task

Type of course:

Digital learning, Lesson

Language:

Duration:

30 minutes

Workload:

2 hours

Proficiency:

Beginner

Target:

Professionals

This “Data Task” nugget focuses on offering a practical experiment with data from a real manufacturing company.
The student is expected to explore a Jupyter Notebook and perform data cleaning and pre-processing techniques to prepare the data for further advanced analytics steps.
Formative assessment is presented in the end to support the student’s comprehension of the materials.

Learning outcomes

The student will identify unprepared data, its flaws and techniques to overcome them.
The student will execute a work pipeline to pre-process data for further advanced analytics, such as machine learning.
The student will recognize the importance of reproducibility in a data pre-processing work.