diff --git a/LICENSE b/LICENSE
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-MIT License
-
-Copyright (c) 2021 franzi
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
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+## Machine Learning Exercises
+
+This repository contains the Python exercises accompanying the theory from my [machine learning book](https://franziskahorn.de/mlbook/ml4industry_guide.html).
+
+If you're unfamiliar with Python, please have a look at [this tutorial](https://github.com/cod3licious/python_tutorial) first, which also contains some notes on what you need to install to work on the exercises on your computer. If you have a Google account, you can also run the code in the cloud using **Google Colab**:
+[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/cod3licious/ml_exercises)
+
+
+
+If you have any questions, please drop me a line at `hey[at]franziskahorn.de`.
+
+Have fun!
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