Vector spaces and linear transformations

By the end you’ll be able to

• Decide whether subsets are subspaces and test for span, linear independence and bases, including in spaces of polynomials, matrices and functions
• Find the kernel and image of a linear transformation and apply the rank–nullity theorem
• Represent linear transformations by matrices relative to given bases, change basis and recognise similar matrices