The book can be seen as a modern practical introduction to the development of data-driven scientific applications in Python. Those parts of the Python language and libraries for it that are necessary for the effective solution of a wide range of analytical tasks are described: the IPython interactive shell, the NumPy and pandas libraries, the matplotlib data visualization library, etc.