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Numpy Fundamentals
Learn to master powerful numerical computations in Python for data science with this concise, hands-on course.
18 Lessons
17 Challenges
Prerequisites
Python Fundamentals
Save for laterIntroduction
What is Numpy?
Numpy Core
Array Constraints
N-Dimensional Array Creation
Higher Dimension
Understanding Shapes
Populate with Fixed Values
Numpy Types
Range
Reshape
Indexing Numpy Array
Basic Indexing
Slicing
Array Indexing
Dimensional Indexing
Boolean Indexing
Multiple Condition Indexing
Arithmetic
Simple Operations
Dot Product
Matrix Multiplications
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