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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

Introduction

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