Week 4: Numpy#
4.1 - Numpy Basics - [Notebook] - [Video]#
Numpy Arrays
Copying Arrays
Basic Operators
Numpy Constants
Mathematical Functions
0-Dimensional Arrays
Multi-Dimensional Arrays
4.2 - Numpy Array Creation & Manipulation - [Notebook] - [Video]#
Methods To Create Numpy Arrays
Non-Numerical Data Types
Indexing Numpy Arrays
Slicing Numpy Arrays
Array Manipulation
4.3 - Numpy Linear Algebra - [Notebook] - [Video]#
Scalar Array Operations
Element-Wise Operations
Matrix Algera
Matrix Transformations
4.4 - Numpy Tools - [Notebook] - [Video]#
Random Sampling
Binary Operations
Polynomials
Data Analysis
I/O