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Fix relative paths in downloads page - use ../ to navigate from downloads to root
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@@ -10,62 +10,62 @@ All chapters and materials are available as Jupyter notebooks (.ipynb) that you
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Get all notebooks in a single zip file:
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📦 [**Download All Notebooks (ZIP)**](./learn_probability_notebooks.zip)
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📦 [**Download All Notebooks (ZIP)**](../learn_probability_notebooks.zip)
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## Individual Notebooks
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### Part 1 - Foundations of Probability
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- [Chapter 1: Introduction to Probability and Python Setup](./notebooks/chapter_01.ipynb)
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- [Chapter 2: Sample Spaces and Events](./notebooks/chapter_02.ipynb)
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- [Chapter 3: Probability Axioms and Basic Rules](./notebooks/chapter_03.ipynb)
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- [Chapter 1: Introduction to Probability and Python Setup](../notebooks/chapter_01.ipynb)
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- [Chapter 2: Sample Spaces and Events](../notebooks/chapter_02.ipynb)
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- [Chapter 3: Probability Axioms and Basic Rules](../notebooks/chapter_03.ipynb)
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### Part 2 - Conditional Probability and Independence
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- [Chapter 4: Conditional Probability](./notebooks/chapter_04.ipynb)
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- [Chapter 5: Independence](./notebooks/chapter_05.ipynb)
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- [Chapter 4: Conditional Probability](../notebooks/chapter_04.ipynb)
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- [Chapter 5: Independence](../notebooks/chapter_05.ipynb)
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### Part 3 - Random Variables and Distributions
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- [Chapter 6: Discrete Random Variables](./notebooks/chapter_06.ipynb)
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- [Chapter 7: Continuous Random Variables](./notebooks/chapter_07.ipynb)
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- [Chapter 8: Expectation and Variance](./notebooks/chapter_08.ipynb)
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- [Chapter 9: Important Discrete Distributions](./notebooks/chapter_09.ipynb)
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- [Chapter 10: Important Continuous Distributions](./notebooks/chapter_10.ipynb)
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- [Chapter 6: Discrete Random Variables](../notebooks/chapter_06.ipynb)
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- [Chapter 7: Continuous Random Variables](../notebooks/chapter_07.ipynb)
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- [Chapter 8: Expectation and Variance](../notebooks/chapter_08.ipynb)
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- [Chapter 9: Important Discrete Distributions](../notebooks/chapter_09.ipynb)
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- [Chapter 10: Important Continuous Distributions](../notebooks/chapter_10.ipynb)
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### Part 4 - Multiple Random Variables
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- [Chapter 11: Joint Distributions](./notebooks/chapter_11.ipynb)
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- [Chapter 12: Covariance and Correlation](./notebooks/chapter_12.ipynb)
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- [Chapter 13: Conditional Expectation](./notebooks/chapter_13.ipynb)
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- [Chapter 11: Joint Distributions](../notebooks/chapter_11.ipynb)
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- [Chapter 12: Covariance and Correlation](../notebooks/chapter_12.ipynb)
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- [Chapter 13: Conditional Expectation](../notebooks/chapter_13.ipynb)
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### Part 5 - Limit Theorems and Their Significance
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- [Chapter 14: Moment Generating Functions](./notebooks/chapter_14.ipynb)
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- [Chapter 15: The Central Limit Theorem](./notebooks/chapter_15.ipynb)
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- [Chapter 14: Moment Generating Functions](../notebooks/chapter_14.ipynb)
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- [Chapter 15: The Central Limit Theorem](../notebooks/chapter_15.ipynb)
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### Part 6 - Advanced Topics and Applications
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- [Chapter 16: Markov Chains](./notebooks/chapter_16.ipynb)
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- [Chapter 17: Poisson Processes](./notebooks/chapter_17.ipynb)
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- [Chapter 18: Introduction to Bayesian Statistics](./notebooks/chapter_18.ipynb)
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- [Chapter 19: Basic Statistical Inference](./notebooks/chapter_19.ipynb)
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- [Chapter 20: Monte Carlo Methods](./notebooks/chapter_20.ipynb)
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- [Chapter 21: Applications and Case Studies](./notebooks/chapter_21.ipynb)
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- [Chapter 16: Markov Chains](../notebooks/chapter_16.ipynb)
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- [Chapter 17: Poisson Processes](../notebooks/chapter_17.ipynb)
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- [Chapter 18: Introduction to Bayesian Statistics](../notebooks/chapter_18.ipynb)
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- [Chapter 19: Basic Statistical Inference](../notebooks/chapter_19.ipynb)
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- [Chapter 20: Monte Carlo Methods](../notebooks/chapter_20.ipynb)
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- [Chapter 21: Applications and Case Studies](../notebooks/chapter_21.ipynb)
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### Exercises and Labs
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- [Chapter 4 Exercises](./notebooks/chapter_04_exercises_a.ipynb)
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- [Chapter 4 Lab](./notebooks/chapter_04_lab.ipynb)
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- [Chapter 5 Lab](./notebooks/chapter_05_lab.ipynb)
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- [Chapter 4 Exercises](../notebooks/chapter_04_exercises_a.ipynb)
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- [Chapter 4 Lab](../notebooks/chapter_04_lab.ipynb)
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- [Chapter 5 Lab](../notebooks/chapter_05_lab.ipynb)
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### Appendices
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- [Appendix A: Python Programming Primer](./notebooks/appendix_a.ipynb)
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- [Appendix B: Key Mathematical Concepts](./notebooks/appendix_b.ipynb)
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- [Appendix C: Common Probability Distributions Reference](./notebooks/appendix_c.ipynb)
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- [Appendix D: Solutions to Selected Exercises](./notebooks/appendix_d.ipynb)
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- [Appendix E: Further Resources](./notebooks/appendix_e.ipynb)
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- [Appendix A: Python Programming Primer](../notebooks/appendix_a.ipynb)
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- [Appendix B: Key Mathematical Concepts](../notebooks/appendix_b.ipynb)
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- [Appendix C: Common Probability Distributions Reference](../notebooks/appendix_c.ipynb)
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- [Appendix D: Solutions to Selected Exercises](../notebooks/appendix_d.ipynb)
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- [Appendix E: Further Resources](../notebooks/appendix_e.ipynb)
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## How to Use Downloaded Notebooks
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