nithinravula/Numpy_Notes

1import streamlit as st2st.title("Introduction Of Numpy")3st.write("NumPy is a Python library used for numerical computing, providing support for multi-dimensional arrays and fast mathematical operations. It's widely used for data analysis, machine learning, and scientific research due to its efficiency and speed")4st.title("N-Dimensional Array")5st.write("In programming and data science, an n-dimensional array often referred to as an ndarray is a generalization of 2D arrays (like matrices) to higher dimensions. While a 1D array is just a list of elements, a 2D array (matrix) consists of rows and columns. When you move to higher dimensions (3D, 4D, etc.), the array contains data across multiple planes or spaces.Understanding and using n-dimensional arrays is crucial for efficient data handling in fields like machine learning, image processing, and numerical computations.")