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**Chapter 1: Programming as a way of thinking**
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* [Click here to run blank 1 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap01.ipynb)
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* [Click here to run Chapter 1 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap01.ipynb)
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**Chapter 2: Variables and Statements**
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* [Click here to run blank 2 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap02.ipynb)
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* [Click here to run Chapter 2 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap02.ipynb)
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**Chapter 3: Functions**
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* [Click here to run blank 3 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap03.ipynb)
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* [Click here to run Chapter 3 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap03.ipynb)
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**Chapter 4: Functions and Interfaces**
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* [Click here to run blank 4 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap04.ipynb)
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* [Click here to run Chapter 4 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap04.ipynb)
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**Chapter 5: Conditionals and Recursion**
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* [Click here to run blank 5 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap05.ipynb)
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* [Click here to run Chapter 5 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap05.ipynb)
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**Chapter 6: Return Values**
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* [Click here to run blank 6 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap06.ipynb)
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* [Click here to run Chapter 6 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap06.ipynb)
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**Chapter 7: Iteration and Search**
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* [Click here to run blank 7 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap07.ipynb)
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* [Click here to run Chapter 7 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap07.ipynb)
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**Chapter 8: Strings and Regular Expressions**
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* [Click here to run blank 8 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap08.ipynb)
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* [Click here to run Chapter 8 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap08.ipynb)
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**Chapter 9: Lists**
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* [Click here to run blank 9 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap09.ipynb)
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* [Click here to run Chapter 9 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap09.ipynb)
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**Chapter 10: Dictionaries**
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* [Click here to run blank 10 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap10.ipynb)
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* [Click here to run Chapter 10 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap10.ipynb)
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**Chapter 11: Tuples**
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* [Click here to run blank 11 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap11.ipynb)
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* [Click here to run Chapter 11 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap11.ipynb)
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**Chapter 12: Text Analysis and Generation**
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* [Click here to run blank 12 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap12.ipynb)
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* [Click here to run Chapter 12 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap12.ipynb)
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**Chapter 13: Files and Databases**
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* [Click here to run blank 13 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap13.ipynb)
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* [Click here to run Chapter 13 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap13.ipynb)
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**Chapter 14: Classes and Functions**
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* [Click here to run blank 14 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap14.ipynb)
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* [Click here to run Chapter 14 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap14.ipynb)
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**Chapter 15: Classes and Methods**
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* [Click here to run blank 15 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap15.ipynb)
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* [Click here to run Chapter 15 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap15.ipynb)
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**Chapter 16: Classes and Objects**
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* [Click here to run blank 16 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap16.ipynb)
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* [Click here to run Chapter 16 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap16.ipynb)
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**Chapter 17: Inheritance**
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* [Click here to run blank 17 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap17.ipynb)
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* [Click here to run Chapter 17 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap17.ipynb)
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**Chapter 18: Python Extras**
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* [Click here to run blank 18 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap18.ipynb)
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* [Click here to run Chapter 18 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap18.ipynb)
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**Chapter 19: Final Thoughts**
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* [Click here to run blank 19 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap19.ipynb)
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* [Click here to run Chapter 19 on Colab](https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap19.ipynb)

blank.html

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These notebooks are useful for doing follow-along exercises where learners fill in the blanks.</p>
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<p><strong>Chapter 1: Programming as a way of thinking</strong></p>
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<ul class="simple">
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap01.ipynb">Click here to run blank 1 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap01.ipynb">Click here to run Chapter 1 on Colab</a></p></li>
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</ul>
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<p><strong>Chapter 2: Variables and Statements</strong></p>
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<ul class="simple">
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap02.ipynb">Click here to run blank 2 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap02.ipynb">Click here to run Chapter 2 on Colab</a></p></li>
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<p><strong>Chapter 3: Functions</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap03.ipynb">Click here to run blank 3 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap03.ipynb">Click here to run Chapter 3 on Colab</a></p></li>
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<p><strong>Chapter 4: Functions and Interfaces</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap04.ipynb">Click here to run blank 4 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap04.ipynb">Click here to run Chapter 4 on Colab</a></p></li>
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<p><strong>Chapter 5: Conditionals and Recursion</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap05.ipynb">Click here to run blank 5 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap05.ipynb">Click here to run Chapter 5 on Colab</a></p></li>
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<p><strong>Chapter 6: Return Values</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap06.ipynb">Click here to run blank 6 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap06.ipynb">Click here to run Chapter 6 on Colab</a></p></li>
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<p><strong>Chapter 7: Iteration and Search</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap07.ipynb">Click here to run Chapter 7 on Colab</a></p></li>
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<p><strong>Chapter 8: Strings and Regular Expressions</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap08.ipynb">Click here to run blank 8 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap08.ipynb">Click here to run Chapter 8 on Colab</a></p></li>
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<p><strong>Chapter 9: Lists</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap09.ipynb">Click here to run blank 9 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap09.ipynb">Click here to run Chapter 9 on Colab</a></p></li>
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<p><strong>Chapter 10: Dictionaries</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap10.ipynb">Click here to run blank 10 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap10.ipynb">Click here to run Chapter 10 on Colab</a></p></li>
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<p><strong>Chapter 11: Tuples</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap11.ipynb">Click here to run blank 11 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap11.ipynb">Click here to run Chapter 11 on Colab</a></p></li>
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<p><strong>Chapter 12: Text Analysis and Generation</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap12.ipynb">Click here to run blank 12 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap12.ipynb">Click here to run Chapter 12 on Colab</a></p></li>
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<p><strong>Chapter 13: Files and Databases</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap13.ipynb">Click here to run blank 13 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap13.ipynb">Click here to run Chapter 13 on Colab</a></p></li>
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<p><strong>Chapter 14: Classes and Functions</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap14.ipynb">Click here to run blank 14 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap14.ipynb">Click here to run Chapter 14 on Colab</a></p></li>
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<p><strong>Chapter 15: Classes and Methods</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap15.ipynb">Click here to run blank 15 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap15.ipynb">Click here to run Chapter 15 on Colab</a></p></li>
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<p><strong>Chapter 16: Classes and Objects</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap16.ipynb">Click here to run blank 16 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap16.ipynb">Click here to run Chapter 16 on Colab</a></p></li>
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<p><strong>Chapter 17: Inheritance</strong></p>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap17.ipynb">Click here to run blank 17 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap17.ipynb">Click here to run Chapter 17 on Colab</a></p></li>
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<p><strong>Chapter 18: Python Extras</strong></p>
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<ul class="simple">
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap18.ipynb">Click here to run blank 18 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap18.ipynb">Click here to run Chapter 18 on Colab</a></p></li>
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<p><strong>Chapter 19: Final Thoughts</strong></p>
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<ul class="simple">
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap19.ipynb">Click here to run blank 19 on Colab</a></p></li>
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<li><p><a class="reference external" href="https://colab.research.google.com/github/AllenDowney/ThinkPython/blob/v3/blank/chap19.ipynb">Click here to run Chapter 19 on Colab</a></p></li>
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</section>
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