adding all files done so far

bayes-learning/sites.txt

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+https://medium.com/@urvashilluniya/why-data-normalization-is-necessary-for-machine-learning-models-681b65a05029
+
+visualise data
+https://towardsdatascience.com/the-art-of-effective-visualization-of-multi-dimensional-data-6c7202990c57
+
+https://www.marsja.se/pandas-python-descriptive-statistics/
+
+https://www.marsja.se/explorative-data-analysis-with-pandas-scipy-and-seaborn/
+
+
+
+deep learning https://towardsdatascience.com/detecting-malaria-with-deep-learning-9e45c1e34b60
+
+likelihood functions https://stats.stackexchange.com/questions/2641/what-is-the-difference-between-likelihood-and-probability
+
+
+plotting with df and matplotlib
+https://nbviewer.jupyter.org/urls/gist.github.com/fonnesbeck/5850463/raw/a29d9ffb863bfab09ff6c1fc853e1d5bf69fe3e4/3.+Plotting+and+Visualization.ipynb
+https://towardsdatascience.com/a-guide-to-pandas-and-matplotlib-for-data-exploration-56fad95f951c
+
+seaborne
+
+vis the dist
+https://seaborn.pydata.org/tutorial/distributions.html
+
+
+pdfs
+https://stats.stackexchange.com/questions/14483/intuitive-explanation-for-density-of-transformed-variable
+
+kernel
+https://mathisonian.github.io/kde/
+https://chemicalstatistician.wordpress.com/2013/06/09/exploratory-data-analysis-kernel-density-estimation-in-r-on-ozone-pollution-data-in-new-york-and-ozonopolis/
+https://www.quora.com/What-is-kernel-density-estimation
+choose bandwith so that it minimses the mean integrated square error so ban = min(MSIE)
+
+
+pandas plotting
+https://pandas.pydata.org/pandas-docs/stable/user_guide/visualization.html
+
+
+class
+https://jeffknupp.com/blog/2017/03/27/improve-your-python-python-classes-and-object-oriented-programming/
+https://realpython.com/python3-object-oriented-programming/
+
+errors
+https://doughellmann.com/blog/2009/06/19/python-exception-handling-techniques/
+
+public + private members
+https://www.tutorialsteacher.com/python/private-and-protected-access-modifiers-in-python
+
+properties
+https://www.programiz.com/python-programming/property
+
+
+generators
+https://pythontips.com/2013/09/29/the-python-yield-keyword-explained/
+https://www.programiz.com/python-programming/generator
+
+class methods with inheritence
+https://stackoverflow.com/questions/5738470/whats-an-example-use-case-for-a-python-classmethod