NumPy-Udemy-Scripts
Scripts for NumPy Course on Udemy
Thanks for visiting the repo! These are the scripts which go along with my course on Udemy and YouTube for learning NumPy
Topics:
Array Creation
- Array method
- Array defaults
- Array vs. python list performance
- Array dimensions
Reshaping & Basic Indexing
- Review array shape
- Reshape method
- Indexing Rows
- Indexing Columns
- Indexing specific values
Default Arrays
- Default assigned datatype
- Creating array of all zeros
- Creating array of all 1's
- Creating array of certain numbers
Advanced Indexing (Slicing, Boolean)
- Basic Indexing Review
- Indexing by Slicing
- Indexing by Boolean
- Mutability review
Array Math
- Review Vectorization
- Simple Math
- Advanced Math
- Indexing & Math
Broadcasting
- Review NumPy shapes & math
- Explaination of Broadcasting
- Sample Broadcast operation