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README.md

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# Data Science ML Handson example.
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Starting a new Data Science / ML project from the scratch.
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![vector_calculas](./images/vector_calculus.svg)
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### Index
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- Vector Calculas / Matrix Calculas
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- Datageneration for Regression and Classification using Numpy
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- Regression from Scratch using Numpy
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- Classification from Scratch Numpy
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1. [How to create virtual environment using vnv](./doc/virtualenv.md)
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2. [How to install Jupyter for the virtual environment](./doc/jupyter_installation.md)
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3. [How to Run Jupyter from Remote shell](./doc/run_notebook_from_remote.md)
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4. [Linting cleaning and formating](./doc/linting_cleaning_formatting.md)
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5. [Running from python interpreter and unittesting](./doc/run_test.md)

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