1. Learning Outcome

In this course, you will learn how to use existing sensor data to calulate work indicators, such as the OEE. You will also create visualizations for further data analysis and interpretation.

1.1. Requirements

• Basic programming principles

• Basic knowledge of Python including Pandas

Hint

If you’re unfamiliar with python or need a refresher, please prepare the following micro courses:

• https://www.kaggle.com/learn/intro-to-programming

• https://www.kaggle.com/learn/python

Hint

If you have not worked with Pandas before, please prepare the following micro course:

• https://www.kaggle.com/learn/pandas

Hint

You can download a Pandas cheat sheet here: https://pandas.pydata.org/docs/user_guide/index.html

1.2. What you need

1.2.1. Hardware

• Laptop or PC

1.2.2. Software

• PyCharm Community version (https://www.jetbrains.com/pycharm/)

• Python 3.8 (or larger)

1.3. Sources and Resources

• https://pandas.pydata.org/docs/getting_started/intro_tutorials/index.html

• https://pandas.pydata.org/

• https://matplotlib.org/