Numpy Roadmap

Array Creation Functions

• numpy.array()

• numpy.zeros()

• numpy.ones()

• numpy.arange()

• numpy.linspace()

Array Operations

• ndarray.shape

• ndarray.reshape()

• ndarray.sum()

• ndarray.mean()

• ndarray.std()

Mathematical Operations

• numpy.add()

• numpy.subtract()

• numpy.multiply()

• numpy.divide()

• numpy.dot()

Statistical Functions

• numpy.min()

• numpy.max()

• numpy.median()

• numpy.percentile()

Linear Algebra Operations

• numpy.linalg.inv()

• numpy.linalg.det()

Random Module

• numpy.random.rand()

• numpy.random.randn()

• numpy.random.shuffle()

• numpy.random.choice()

Others

• numpy.where()

• numpy.select()