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Numpy Fundamentals

18 Lessons

17 Challenges

Prerequisites

Python Fundamentals

Introduction

What is Numpy?

Numpy Core

Array Constraints

N-Dimensional Array Creation

Basic Creation

Populate with Fixed Values

dtype

Shape

Range

Reshape

Indexing Numpy Array

Basic Indexing

Slicing

Array Indexing

Dimensional Indexing

Boolean Indexing

Multiple Condition Indexing

Arithmetic

Simple Operations

Dot Product

Matrix Multiplications