.. image:: image/logo_text_horizontal_800.png :width: 400 :alt: Logo of Simple ML for Sheets :align: center | With **Simple ML for Sheets**, also referred to as **Simple ML**, everyone can use Machine Learning (ML) in Google Sheets without knowing ML, without coding, and without sharing data with third parties. Simple ML is an Addon for Google Sheets with ML capabilities structured into *Tasks*: *Beginner tasks* are highly automated ML capabilities that do not require users to know ML. Such tasks are suitable for everyone. For example, you can `predict missing values `_ or `spot abnormal values `_ without having to worry how this is done. Simple ML is also useful to ML experts who want to quickly iterate or prototype on small (e.g. <1 million examples) tabular datasets. Simple ML offers classic capabilities such as `training `_, `evaluating `_, `running `_ or `analysing `_ a model. Users can `export `_ a model to TensorFlow, to Colab, to TF Serving, or simply call the model in C++, Go and JavaScript. Training generally takes only a few seconds. This is great for fast iteration. .. note:: Having issues using Simple ML for Sheets? Check out our `FAQ `_! .. note:: Simple ML computation (e.g., training a model) runs in the browser using WebAssembly. Simple ML is powered by `Yggdrasil Decision Forests `_. This same library powers `TensorFlow Decision Forests `_. For this reason, Simple ML models can be used both in the TensorFlow ecosystem as well as with the Yggdrasil Decision Forests toolbox. Content ======= .. toctree:: :maxdepth: 1 Install Addon tutorial .. toctree:: :maxdepth: 1 :caption: Beginner tasks task_autocomplete_missing_values task_spot_abnormal_values .. toctree:: :maxdepth: 1 :caption: Advanced tasks task_train task_predict task_evaluate task_analyze task_share .. toctree:: :maxdepth: 1 :caption: Resources what_can_do sheet_format faq changelog User group Send Feedbacks about privacy terms