This course will teach you the fundamentals of NumPy, a library that supports many mathematical operations.
15 Labs
Your First NumPy Lab
Array Attributes and Dtype
NumPy Arrays and Data Types
NumPy in Space
NumPy Array Datatype Converter
NumPy Array Operations
NumPy Array Operation
NumPy Slicing and Indexing
Array Indexing and Slicing
Efficient NumPy Array Multiplication Operations
NumPy Shape Manipulation
Make NumPy Array Your Shape
NumPy File IO
NumPy Advanced Topics
NumPy Math Games
This course contains lots of labs for NumPy, each lab is a small NumPy project with detailed guidance and solutions. You can practice your NumPy skills by completing these labs, improve your coding skills, and learn how to write clean and efficient code.
Lab
This course contains lots of challenges for NumPy, each challenge is a small NumPy project with detailed instructions and solutions. You can practice your NumPy skills by solving these challenges, improve your problem-solving skills, and learn how to write clean and efficient code.
Lab
NumPy is an extension library for Python language, supporting operations of a large number of high-dimensional arrays and matrices. In addition, it also provides a large number of mathematical function libraries for array operations. Machine learning involves a lot of transformations and operations on arrays, which makes NumPy one of the essential tools.
Lab
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