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Concept
Vectorization
Vectorization is the process of
converting algorithms
from operating on
individual data points
to operating on
entire arrays
, enabling significant
performance improvements
by leveraging
parallel computation capabilities
of
modern hardware
. This technique is crucial in fields like machine learning and
scientific computing
, where it
reduces execution time
and
enhances efficiency
by
minimizing explicit loops
in code.
Relevant Degrees
Computer Science and Data Processing 63%
Computational Mathematics 38%
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