Hello!

I have collected muscle activity data with the Muscle Sensor v3 Kit. Now I would like to apply a machine learning algorithm to it. According to the datasheet for this sensor, it has already been amplified, rectified, and smoothed.

Link: https://dlnmh9ip6v2uc.cloudfront.net/datasheets/Sensors/Biometric/Muscle%20Sensor%20v3%20Users%20Manual.pdf

Would anyone be able to tell me if the data needs to be denoised before applying machine learning? Here's the data how it looks like after plotting.

Here's the data how it looks like after plotting:

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