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Exercise 6: Machine Learning

We're going to use Google Colab to train our machine learning model. Colab provides a Jupyter notebook that allows us to run our machine learning model in a web browser.

Screenshot of Google Colab website

3rd Party Cookies

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Screenshot of Google Colab error about 3rd party cookies

You can enable 3rd party cookies, or better yet, add an exception for [*.]googleusercontent.com.

Screenshot adding 3rd party cookie exception for googleusercontent.com

Open the Notebook

Open the arduino_tinyml_workshop.ipynb notebook in Google Colab and follow the instructions in the notebook to prepare the data and train the model.

https://colab.research.google.com/github/arduino/AIoT-Dev-Summit-2019/blob/master/arduino_tinyml_workshop.ipynb

Next Exercise 7: Classifying IMU Data