Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

NumPy Crash Course - Complete Tutorial

Python Engineer via YouTube

Start learning Write review
Corporate Finance Institute Ad

Finance Certifications Goldman Sachs and Amazon Teams Trust

Learn More → Coursera Ad

AI, Data Science & Cloud Certificates from Google, IBM & Meta

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
This hands-on crash course introduces NumPy for scientific computing in Python. It covers array operations, indexing, reshaping, broadcasting, data types, random numbers, basic linear algebra, and loading CSV data.

Syllabus

- Overview
- NumPy Introduction
- Installation and Basics
- Array vs List
- Dot Product
- Speed Test array vs list
- Multidimensional nd arrays
- Indexing/Slicing/Boolean Indexing
- Reshaping
- Concatenation
- Broadcasting
- Functions and Axis
- Datatypes
- Copying
- Generating arrays
- Random numbers
- Linear Algebra Eigenvalues / Solving Linear Systems
- Loading CSV files

Taught by

Python Engineer

Reviews

Start your review of NumPy Crash Course - Complete Tutorial

Start learning

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.