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Numpy: multi-dimensional array slicing
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...in this video, i go over a very high level overview of numpy multidimensional array slicing. first we look at a few array creation functions followed by some attribute methods: nitemsize, shape & ndim. after that, we look at a few examples of slices and a corresponding graphic to get a visual representation of the resulting slice. finally, we look at a few practice examples in the python interpreter. "
practice questions:
# Create a 3D array to use for all the questions
import numpy as np
# 1. Slice the entire array
# 2. Slice the second row of each matrix: array
# 3. Select the first two matrices: array
# 4. Slice the last column of each matrix: array
# 5. Select the middle 2x2 section from each matrix: array
# 6. Slice every second element in the first row: array
# 7. Reverse the order of elements in the second dimension: array
# 8. Extract the last two rows from the last matrix: array
# 9. Slice every element except the first one in each row: array
# 10. Use negative slicing to get the last two columns: array
practice questions:
# Create a 3D array to use for all the questions
import numpy as np
# 1. Slice the entire array
# 2. Slice the second row of each matrix: array
# 3. Select the first two matrices: array
# 4. Slice the last column of each matrix: array
# 5. Select the middle 2x2 section from each matrix: array
# 6. Slice every second element in the first row: array
# 7. Reverse the order of elements in the second dimension: array
# 8. Extract the last two rows from the last matrix: array
# 9. Slice every element except the first one in each row: array
# 10. Use negative slicing to get the last two columns: array
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