NumPy quick start -- Beginning with NumPy fundementals -- Get in terms with commonly used functions -- Convenience functions for your convenience -- Working with matrices and ufuncs -- Move further with NumPy modules -- Peeking into special rountines -- Assure quality with testing -- Plotting with Matplotlib -- When NumPy is not enough - SciPy and beyond -- Playing with Pygame