numpy

• Getting started with numpy
• Arrays
• Boolean Indexing
• File IO with numpy
• Loading numerical data from text files with consistent structure
• Reading CSV files
• Saving and loading numpy arrays using binary files
• Saving data as CSV style ASCII file
• Filtering data
• Generating random data
• Linear algebra with np.linalg
• numpy.cross
• numpy.dot
• Saving and loading of Arrays
• Simple Linear Regression
• subclassing ndarray