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Python NumPy For Your Grandma

Python NumPy For Your Grandma

Wanna learn NumPy? I did. And I consolidated everything I learned into a 43 videos spanning roughly three hours of content, including 25 lecture videos (~1.7 hrs) and 18 challenge videos (~1.3 hrs).

Available for purchase at GormAnalysis Classroom or Udemy. Note that I keep more of the revenue when you buy through my classroom :)

Course Curriculum

Section Availability Code
1.1 Introduction GormAnalysis | Udemy
2.1 NumPy Array Motivation GormAnalysis | Udemy | YouTube
2.2 NumPy Array Basics for purchase only*
2.3 Creating NumPy Arrays for purchase only*
2.4 Indexing 1-D Arrays for purchase only*
2.5 Indexing Multidimensional Arrays for purchase only*
2.6 Basic Math On Arrays for purchase only*
2.7 Challenge: High School Reunion for purchase only*
2.8 Challenge: Gold Miner GormAnalysis | Udemy | YouTube Setup | Solution
2.9 Challenge: Chic-fil-A for purchase only*
3.1 Broadcasting for purchase only*
3.2 newaxis GormAnalysis | Udemy | YouTube
3.3 reshape() for purchase only*
3.4 Boolean Indexing for purchase only*
3.5 nan for purchase only*
3.6 infinity for purchase only*
3.7 random for purchase only*
3.8 Challenge: Love Distance for purchase only*
3.9 Challenge: Professor Prick GormAnalysis | Udemy | YouTube Setup | Solution
3.10 Challenge: Psycho Parent for purchase only*
4.1 where() for purchase only*
4.2 Math Functions for purchase only*
4.3 all() and any() for purchase only*
4.4 concatenate() for purchase only*
4.5 Stacking for purchase only*
4.6 Sorting for purchase only*
4.7 unique() for purchase only*
4.8 Challenge: Movie Ratings for purchase only*
4.9 Challenge: Big Fish for purchase only*
4.10 Challenge: Taco Truck for purchase only*
5.1 Advanced Array Indexing for purchase only*
5.2 View vs Copy for purchase only*
5.3 Challenge: Population Verification for purchase only*
5.4 Challenge: Prime Locations for purchase only*
5.5 Challenge: The Game of Doors for purchase only*
5.6 Challenge: Peanut Butter for purchase only*
6.1 as_strided() for purchase only*
6.2 einsum() for purchase only*
6.3 Challenge: One-Hot-Encoding for purchase only*
6.4 Challenge: Cumulative Rainfall for purchase only*
6.5 Challenge: Table Tennis for purchase only*
6.6 Challenge: Where’s Waldo GormAnalysis | Udemy | YouTube Setup | Solution
6.7 Challenge: Outer Product for purchase only*

*Course can be purchased from GormAnalysis Classroom or Udemy. (Individual lectures are not available for purchase.)

What happened to the old version?

Before there was Python NumPy For Your Grandma there was Python NumPy For Your Grandma, a similar but different version of the course which I published entirely for free on YouTube (and subsequently deleted). I remade the course because the original version did a poor job of explaining some concepts, and frankly it was quite boring. The new version is much better, but took months of work, so I will not be releasing all of it for free. Sorry folks!

¯\(ツ)