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Probability, statistics and data analysis

Machine Learning: concepts & procedures

Machine Learning: fundamental algorithms

Machine Learning: model assessment

Artificial neural networks

Natural language processing

The computer science appendix

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Foundational concepts on distribution and measures

Code & notebooks

For some interactivity, if you want to play around with the concepts here, there is code provided in the pages, as well as notebooks you can see **here**.

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Probability, its interpretation, and statistics

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Probability functions and displaying data

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