Academy
CoursesInstructors
Academy
HomeCoursesDashboard

© 2026 Academy. All rights reserved.

Python for Data Science & Analytics

Lesson 2 of 4

NumPy & Vectorised Thinking

Fast arrays and vectorised operations.

NumPy powers the scientific Python stack. We cover arrays, broadcasting and vectorisation.

Vectorised code is both shorter and dramatically faster.

Previous lessonPython RefresherNext lessonWrangling Data with pandas

Python for Data Science & Analytics

Lesson 2 of 4 · 1h 11m total

  1. 1Python Refresher13:20
  2. 2NumPy & Vectorised Thinking18:20
  3. 3Wrangling Data with pandas23:20
  4. 4Visualising Insights16:40