NumPy

What you'll cover

• Module 1. Introduction to NumPy

  1. 1. Welcome & Setup

• Module 2. Arrays in NumPy

  1. 1. Arrays and Array Properties
  2. 2. Reshaping & Manipulating Arrays

• Module 3. Indexing & Slicing

  1. 1. Indexing and Slicing NumPy Arrays
  2. 2. Boolean Masking & Fancy Indexing

• Module 4. NumPy Operations

  1. 1. Mathematical Operations and Universal Functions
  2. 2. Aggregation & Statistics

• Module 5. Vectorization & Broadcasting

  1. 1. Vectorization in NumPy
  2. 2. Broadcasting Explained
  3. 3. Working Along Axes

• Module 6. Linear Algebra with NumPy

  1. 1. Matrix Operations
  2. 2. Linear Algebra Functions

• Module 7. NumPy for Data Science & ML

  1. 1. Data Cleaning with NumPy
  2. 2. NumPy in Machine Learning