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ml_intro_swim's Introduction

ML_Intro_Swim

Workshop Introduction to Machine Learning using Swimming Examples

1. Using Google Sheets to open and process data:

  1. Download file to read
  2. Open and copy the google sheet to you own drive

Open Google Sheets Sw01_ExcelProcessing.ipynb

  1. Upload the data
  2. Replace all . by ,
  3. Plot "Roll" axis over "Time"
  4. Calculate features from all signal sources.

2. Using Google Collaboratory to open and process data:

  1. Open and copy the notebook to your own drive

Open in Colab Sw01_ColabProcessing.ipynb

  1. Clone this repository
  2. Read the data
  3. Plot "Roll" axis over "Time"
  4. Calculate features from all signal sources.

3. Classification of Swimming Styles using Machine Learning:

  1. Open and copy the notebook to your own drive

Open in Colab Sw02_ColabClassification.ipynb

  1. Clone this repository
  2. Read the features and the labels
  3. Import model and train
  4. Test model and plot the results

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