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2424Links to view each notebook below. The code is provided [ here] ( ./Notebooks ) .
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26- [ Chapter 2 - Statistical Learning: Conceptual] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch2_statistical_learning_conceptual.ipynb)
27- [ Chapter 2 - Statistical Learning: Applied] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch2_statistical_learning_applied.ipynb)
26+ [ Chapter 2 - Statistical Learning: Conceptual] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch2_statistical_learning_conceptual.ipynb)
27+ [ Chapter 2 - Statistical Learning: Applied] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch2_statistical_learning_applied.ipynb)
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30- [ Chapter 3 - Linear Regression: Conceptual] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch3_linear_regression_conceptual.ipynb)
31- [ Chapter 3 - Linear Regression: Applied] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch3_linear_regression_applied.ipynb)
30+ [ Chapter 3 - Linear Regression: Conceptual] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch3_linear_regression_conceptual.ipynb)
31+ [ Chapter 3 - Linear Regression: Applied] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch3_linear_regression_applied.ipynb)
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34- [ Chapter 4 - Classification: Conceptual] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch4_classification_conceptual.ipynb)
35- [ Chapter 4 - Classification: Applied] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch4_classification_applied.ipynb)
34+ [ Chapter 4 - Classification: Conceptual] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch4_classification_conceptual.ipynb)
35+ [ Chapter 4 - Classification: Applied] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch4_classification_applied.ipynb)
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38- [ Chapter 5 - Resampling Methods: Conceptual] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch5_resampling_methods_conceptual.ipynb)
39- [ Chapter 5 - Resampling Methods: Applied] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch5_resampling_methods_applied.ipynb)
38+ [ Chapter 5 - Resampling Methods: Conceptual] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch5_resampling_methods_conceptual.ipynb)
39+ [ Chapter 5 - Resampling Methods: Applied] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch5_resampling_methods_applied.ipynb)
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42- [ Chapter 6 - Linear Model Selection and Regularization: Labs] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch6_linear_model_selection_and_regularisation_labs.ipynb)
43- [ Chapter 6 - Linear Model Selection and Regularization: Conceptual] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch6_linear_model_selection_and_regularisation_conceptual.ipynb)
42+ [ Chapter 6 - Linear Model Selection and Regularization: Labs] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch6_linear_model_selection_and_regularisation_labs.ipynb)
43+ [ Chapter 6 - Linear Model Selection and Regularization: Conceptual] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch6_linear_model_selection_and_regularisation_conceptual.ipynb)
4444[ Chapter 6 - Linear Model Selection and Regularization: Applied] ( https://github.com/a-martyn/ISL-python/blob/master/Notebooks/ch6_linear_model_selection_and_regularisation_applied.ipynb )
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47- [ Chapter 7 - Moving Beyond Linearity: Labs] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch7_moving_beyond_linearity_labs.ipynb)
48- [ Chapter 7 - Moving Beyond Linearity: Applied] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch7_moving_beyond_linearity_applied.ipynb)
47+ [ Chapter 7 - Moving Beyond Linearity: Labs] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch7_moving_beyond_linearity_labs.ipynb)
48+ [ Chapter 7 - Moving Beyond Linearity: Applied] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch7_moving_beyond_linearity_applied.ipynb)
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51- [ Chapter 8 - Tree-Based Methods: Labs] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch8_tree_based_methods_labs.ipynb)
52- [ Chapter 8 - Tree-Based Methods: Conceptual] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch8_tree_based_methods_conceptual.ipynb)
53- [ Chapter 8 - Tree-Based Methods: Applied] ( http ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch8_tree_based_methods_applied.ipynb)
51+ [ Chapter 8 - Tree-Based Methods: Labs] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch8_tree_based_methods_labs.ipynb)
52+ [ Chapter 8 - Tree-Based Methods: Conceptual] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch8_tree_based_methods_conceptual.ipynb)
53+ [ Chapter 8 - Tree-Based Methods: Applied] ( https ://nbviewer.jupyter.org/github/a-martyn/ISL-python/blob/master/Notebooks/ch8_tree_based_methods_applied.ipynb)
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5656## To run notebooks
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