# Tutorials

### tutorials/

<table><thead><tr><th>Tutorial</th><th width="270.3333333333333">Module</th><th align="center">Link</th></tr></thead><tbody><tr><td>Binary Classification </td><td><code>pycaret.classification</code></td><td align="center"><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Binary%20Classification.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Binary%20Classification.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Binary%20Classification.ipynb">NBViewer</a></td></tr><tr><td>Multiclass Classification</td><td><code>pycaret.classification</code></td><td align="center"><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Multiclass%20Classification.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Multiclass%20Classification.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Multiclass%20Classification.ipynb">NBViewer</a></td></tr><tr><td>Regression</td><td><code>pycaret.regression</code></td><td align="center"><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Regression.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Regression.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Regression.ipynb">NBViewer</a></td></tr><tr><td>Time Series Forecasting</td><td><code>pycaret.time_series</code></td><td align="center"><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Time%20Series%20Forecasting.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Time%20Series%20Forecasting.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Time%20Series%20Forecasting.ipynb">NBViewer</a></td></tr><tr><td>Clustering</td><td><code>pycaret.clustering</code></td><td align="center"><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Clustering.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Clustering.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Clustering.ipynb">NBViewer</a></td></tr><tr><td>Anomaly Detection</td><td><code>pycaret.anomaly</code></td><td align="center"><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Anomaly%20Detection.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Anomaly%20Detection.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/Tutorial%20-%20Anomaly%20Detection.ipynb">NBViewer</a></td></tr></tbody></table>

### tutorials/time\_series/forecasting

<table><thead><tr><th width="236.33333333333331">Tutorial</th><th width="272">Module</th><th>Link</th></tr></thead><tbody><tr><td>Univariate without exogeneous - Part 1</td><td><code>pycaret.time_series</code></td><td><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_without_exogeneous_part1.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_without_exogeneous_part1.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_without_exogeneous_part1.ipynb">NBViewer</a></td></tr><tr><td>Univariate without exogeneous - Part 2</td><td><code>pycaret.time_series</code></td><td><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_without_exogeneous_part2.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_without_exogeneous_part2.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_without_exogeneous_part2.ipynb">NBViewer</a></td></tr><tr><td>Univariate without exogeneous - Part 3</td><td><code>pycaret.time_series</code></td><td><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_without_exogeneous_part3.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_without_exogeneous_part3.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_without_exogeneous_part3.ipynb">NBViewer</a></td></tr><tr><td>Univariate with exogeneous - Part I</td><td><code>pycaret.time_series</code></td><td><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_with_exogeneous_part1.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_with_exogeneous_part1.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_with_exogeneous_part1.ipynb">NBViewer</a></td></tr><tr><td>Univariate with exogeneous - Part 2</td><td><code>pycaret.time_series</code></td><td><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_with_exogeneous_part2.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_with_exogeneous_part2.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_with_exogeneous_part2.ipynb">NBViewer</a></td></tr><tr><td>Univariate with exogeneous - Part 3</td><td><code>pycaret.time_series</code></td><td><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_with_exogeneous_part3.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_with_exogeneous_part3.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/univariate_with_exogeneous_part3.ipynb">NBViewer</a></td></tr><tr><td>Customizing experiments</td><td><code>pycaret.time_series</code></td><td><a href="https://colab.research.google.com/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/customizing_experiments.ipynb">Colab</a> | <a href="https://github.com/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/customizing_experiments.ipynb">GitHub</a> | <a href="https://nbviewer.org/github/pycaret/pycaret/blob/master/tutorials/time_series/forecasting/customizing_experiments.ipynb">NBViewer</a></td></tr></tbody></table>

{% hint style="info" %}
For more examples, check out our [examples](https://github.com/pycaret/examples) repository.

Looking for video content? Check out this [section.](https://pycaret.gitbook.io/docs/learn-pycaret/videos)
{% endhint %}