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+ # Data-science-Python-tutorials
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+ All tutorials below are prepared as Jupyter Notebooks
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+
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+ These are:
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+ - [ 00_Jupyter] ( https://github.com/samorr/Data-science-Python-tutorials/tree/master/00_Jupyter ) -
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+ tutorial of basic and advanced usage of Jupyter Notebooks
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+ - [ 01_cookbook] ( https://github.com/samorr/Data-science-Python-tutorials/tree/master/01_cookbook ) -
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+ very broad tutorial of scientific Python usage in specific applications from statystics and machine learning
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+ to signal processing. Also good ways and practices of optimization
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+ - [ Bokeh] ( https://github.com/samorr/Data-science-Python-tutorials/tree/master/Bokeh ) -
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+ tutorial of Bokeh visualization
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+ - [ Cheatsheets] ( https://github.com/samorr/Data-science-Python-tutorials/tree/master/Cheatsheets ) -
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+ many cheatsheets about R and Python
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+ - [ Example Data Science Notebook] ( https://github.com/samorr/Data-science-Python-tutorials/tree/master/Example%20Data%20Science%20Notebook ) -
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+ very detailed and well prepared example of notebook about classification on Iris dataset
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+ - [ Python Data Science Handbook] ( https://github.com/samorr/Data-science-Python-tutorials/tree/master/Python%20Data%20Science%20Handbook ) -
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+ great tutorial of most important machine learning Python libraries - NumPy, Pandas, matplotlib and Scikit-Learn. Also IPython chapter
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+ - [ SKLearn Tutorial] ( https://github.com/samorr/Data-science-Python-tutorials/tree/master/SKLearn%20Tutorial ) -
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+ look at basic Scikit-Learn algorithms
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+ - [ Titanic] ( https://github.com/samorr/Data-science-Python-tutorials/tree/master/Titanic ) -
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+ well prepared and detailed notebook about classification on Titanic dataset
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