Week 4 Contents 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