Data science learning path on python

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  1. NumPy - NumPy is the fundamental package for scientific computing with Python
  2. pandas - pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.
  3. matplotlib - matplotlib is a python 2D plotting library which produces publication quality figures in a variety of hardcopy formats and interactive environments across platforms
  4. seaborn - Statistical data visualization using matplotlib


  1. Statsmodels - Statsmodels is a Python module that allows users to explore data, estimate statistical models, and perform statistical tests.
  2. scikit-learn - Machine Learning in Python
  3. theano - Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently