Course · Intermediate
NumPy for Data Engineering
In this course, you'll learn the fundamentals of NumPy, one of the most popular Python libraries. It provides support for multi-dimensional arrays, and it allows you to perform a wide variety of calculations on those arrays.
- Intermediate friendly
- 4 hrs
- 5 lessons
- Premium
Course overview
Apply NumPy array operations to process large datasets efficiently, perform fast numerical computations, and optimize Python workflows for data engineering.
What's inside
5 lessons
- 01 55 minIntroduction to NumPy
Learn how to work with NumPy arrays.
- 02 42 minArithmetic with NumPy Arrays
Learn how to perform calculations with NumPy.
- 03 41 minBroadcasting NumPy Arrays
Learn about the NumPy broadcasting mechanism.
- 04 44 minDatasets and Boolean Indexing
Learn how to work with datasets using the NumPy library and Boolean indexing.
- 05 26 minNumPy Datatypes
Learn how NumPy datatypes work and how they affect memory consumption.
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