Course Introduction
  • 1.1 Introduction
  • PLEASE READ!
Basic Array Stuff
  • 2.1 NumPy Array Motivation
  • 2.2 NumPy Array Basics
  • 2.3 Creating NumPy Arrays
  • 2.4 Indexing 1-D Arrays
  • 2.5 Indexing Multidimensional Arrays
  • 2.6 Basic Math On Arrays
  • 2.7 Challenge: High School Reunion
  • 2.8 Challenge: Gold Miner
  • 2.9 Challenge Chic-fil-A
Intermediate Array Stuff
  • 3.1 Broadcasting
  • 3.2 newaxis
  • 3.3 reshape()
  • 3.4 Boolean Indexing
  • 3.5 nan
  • 3.6 infinity
  • 3.7 random
  • 3.8 Challenge: Love Distance
  • 3.10 Challenge: Psycho Parent
Common Operations
  • 4.1 where()
  • 4.2 Math Functions
  • 4.3 all() and any()
  • 4.4 concatenate()
  • 4.5 Stacking
  • 4.6. Sorting
  • 4.7 unique()
  • 4.8 Challenge: Movie Ratings
  • 4.9 Challenge: Big Fish
Advanced Array Indexing
  • 5.1 Advanced Array Indexing
  • 5.2 View vs Copy
  • 5.6 Challenge: Peanut Butter