Sensor Data Cleaning: Filter Techniques

Name: Sensor Data Cleaning: Filter Techniques
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Rating: 3.1 (14 reviews)

This free online course teaches how to clean up noisy sensor data by applying a suitable filter based on the situation.

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Learning Outcomes

In this free course, you will learn how to:

Define the concepts of filtering and the moving average filter
List the different types of noise filters and their properties
Discuss the EMA algorithm and the equation terms
Outline the differences between the moving average, averaging, low-pass, high-pass, band-pass and band-stop filters
Explain the methods to code each filter in Arduino software
Indicate the steps for testing the code
State the ways to compare results before and after filtering using graphs

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