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DataSciencePy

This repository is educational, and stores the solutions to the most common tasks in data science.

projects

Perhaps the most interesting thing you can find here. My personal projects are stored here. So far, you can take a look at the following projects:

project.ipynb - house price predictions with preliminary data preparation.

nba_stats_analysis.ipynb - nba player data analysis.

basic_tools

Basic libraries for working with data: numpy, pandas, matplotlib. Basic use of standard tools.

data collection and processing

Data collection and processing methods

probability_and_statistics

Theory of probability and mathematical statistics

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