Accessing Arrays with NumPy
Offered By: Pluralsight
Course Description
Overview
Are you looking to expand your Python programming skills? This course will teach you how to work with arrays using Python's NumPy library.
If you've worked with data-intensive Python programs, you know how tedious and time-consuming it can be to access and modify Python arrays. In this course, Accessing Arrays with NumPy, you’ll learn the value of Python's NumPy library for working with arrays. First, you’ll start by exploring how NumPy arrays are different from Python lists and tuples. Next, you'll learn how to create and access arrays, going over some common Python array operations like indexing and slicing. Then, you'll cover broadcasting, which is an essential feature for working with arrays of different sizes. Finally, you'll see how to iterate over the elements of NumPy arrays. By the end of this course, you'll have a solid understanding of how to use Python's NumPy library to work with arrays in your Python programs.
If you've worked with data-intensive Python programs, you know how tedious and time-consuming it can be to access and modify Python arrays. In this course, Accessing Arrays with NumPy, you’ll learn the value of Python's NumPy library for working with arrays. First, you’ll start by exploring how NumPy arrays are different from Python lists and tuples. Next, you'll learn how to create and access arrays, going over some common Python array operations like indexing and slicing. Then, you'll cover broadcasting, which is an essential feature for working with arrays of different sizes. Finally, you'll see how to iterate over the elements of NumPy arrays. By the end of this course, you'll have a solid understanding of how to use Python's NumPy library to work with arrays in your Python programs.
Syllabus
- Course Overview 1min
- Introducing NumPy Arrays 5mins
- Creating and Accessing Arrays 28mins
- Advanced Array Indexing Routines 12mins
- Broadcasting 3mins
- Iterating over Arrays 7mins
Taught by
Karoly Nyisztor
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