Vectorized Operations

Vectorized Operations

What are Vectorized Operations? Imagine you have a list of numbers and want to calculate the square of each element. Traditionally, you might use a for loop to iterate through the list, performing the calculation on each item individually. This method works, but for large datasets, it can be slow and inefficient. Vectorized operations offer … Read more

Introduction to NumPy | NumPy Array | NumPy

What is NumPy? NumPy stands for Numerical Python, which is a fundamental package in Python it is widely used in fields such as machine learning, data analysis, engineering and scientific research. It provides multidimensional array objects and tools for fast array operations on arrays. In Python we have lists that serves the purpose of arrays, … Read more