NumPy Library

NumPy Library

What you’ll learn

• You will understand that NumPy – Numerical Python is used for scientific computing and data analysis
• You will get clarity that NumPy uses n-dimensional, homogenous object (ndarray)
• NumPy are fast, use less memory, are convenient and use vectorized code (Code does not contain explicit looping and indexing etc)
• You will learn how to create array’s in NumPy
• You will clearly understand the comparison between NumPy and standard python
• You will learn the structure of Arrays
• Indexing, Subsetting, Slicing and Iterating through Arrays
• Execution speed in NumPy and Standard Python Lists
• NumPy Arrays – Few Operations
• Basic mathematical operations/linear algebra operations/functions
• Playing with arrays using resize, reshape & stack creation