Python NumPy For Your Grandma - 3.5 nan

Now available in written format on Practice Probs!

Course Curriculum

1. Introduction
   1.1 Introduction
2. 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
3. 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
   3.9 Challenge: Professor Prick
   3.10 Challenge: Psycho Parent
4. 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
   4.10 Challenge: Taco Truck
5. Advanced Array Stuff
   5.1 Advanced Array Indexing
   5.2 View vs Copy
   5.3 Challenge: Population Verification
   5.4 Challenge: Prime Locations
   5.5 Challenge: The Game of Doors
   5.6 Challenge: Peanut Butter
6. Final Boss
   6.1 as_strided()
   6.2 einsum()
   6.3 Challenge: One-Hot-Encoding
   6.4 Challenge: Cumulative Rainfall
   6.5 Challenge: Table Tennis
   6.6 Challenge: Where’s Waldo
   6.7 Challenge: Outer Product

Additional Content

1. Python Pandas For Your Grandpa
2. Neural Networks For Your Dog
3. Introduction To Google Colab