Course

Numpy Fundamentals

Learn to master powerful numerical computations in Python for data science with this concise, hands-on course.

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Syllabus

4 chapters18 lessons34 quiz questions

Introduction

3 lessons7

01What is Numpy?
02Numpy Core
03Array Constraints

N-Dimensional Array Creation

6 lessons6

01Higher Dimension
02Understanding Shapes
03Populate with Fixed Values
04Numpy Types
05Range
06Reshape

Indexing Numpy Array

6 lessons12

01Basic Indexing
02Slicing
03Array Indexing
04Dimensional Indexing
05Boolean Indexing
06Multiple Condition Indexing

Arithmetic

3 lessons9

01Simple Operations
02Dot Product
03Matrix Multiplications

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