Python Programming

Department of Computing | Imperial College London

book

Introduction to NumPy and Matplotlib

  • Chapter 1: Introduction
  • Chapter 2: NumPy arrays
  • Chapter 3: Array operations
  • Chapter 4: Array reshaping
  • Chapter 5: Array manipulation
  • Chapter 6: NumPy functions
  • Chapter 7: Miscellaneous
  • Chapter 8: NumPy recap and exercises
    • [8.1] NumPy recap
    • [8.2] Perform linear algebra
    • [8.3] Solve linear equations
    • [8.4] Compute a unit vector
    • [8.5] Angle between two vectors
    • [8.6] Checkerboard pattern
    • [8.7] Mean squared error
  • Chapter 9: Matplotlib

Chapter 8

NumPy recap and exercises

Rough estimated time needed
3-5 mins for summary, another 20 mins for the exercises

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Department of Computing | Imperial College London