Crookshanks' Academy
Data Analysis

NumPy

3 Seasons · 12 Episodes · 0/12 watched

A binge-worthy 3-season journey through NumPy. Learn to turn raw numbers into decisions — one episode at a time.

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About this course

A binge-worthy 3-season journey through NumPy. Learn to turn raw numbers into decisions — one episode at a time.

NumPy is a free, self-paced data analysis course from Crookshanks' Academy. It contains 12 video lessons organised into 3 seasons, each with study notes and a practice task. Track your progress as you go and earn a certificate of completion when you finish every episode.

What you'll learn

Season 1

  • Start using NumPy in 5 minutes! 🔢
  • Learn NumPy data types in 8 minutes! 💱
  • NumPy multidimensional arrays are easy! 🧊
  • Learn to reshape NumPy arrays in 4 minutes! ↔️

Season 2

  • Slicing in NumPy is easy! ✂️
  • NumPy arithmetic is easy! ✖️
  • Learn NumPy broadcasting in 6 minutes! 📡
  • Useful NumPy functions you should know! 🎚️

Season 3

  • NumPy aggregate functions are easy! 📊
  • Filtering in NumPy is easy! 🧲
  • Random numbers in NumPy are easy! 🎲
  • Saving and loading NumPy arrays is easy! 💾

Episodes

  1. 1
    Start using NumPy in 5 minutes! 🔢
  2. 2
    Learn NumPy data types in 8 minutes! 💱
  3. 3
    NumPy multidimensional arrays are easy! 🧊
  4. 4
    Learn to reshape NumPy arrays in 4 minutes! ↔️