NumPy for Quants

Master NumPy for Quantitative Finance: arrays, matrix manipulations, and efficient numerical operations.

Duration≈1.5 hours

Lessons6 total

Modules3

What you'll learn

Clear, practical outcomes for this course

Learn how to download and install NumPy in your system.

Learn to create NumPy arrays using built-in functions and Python data structures.

Learn about basics of NumPy arrays.

Learn about arithmetic, statistical and transformative array operations in NumPy.

Learn input/output operations in NumPy.

3 Modules • 6 Lessons

👋

Getting started with NumPy

Overview of the course, introduction to NumPy, installation and importing.

🧱

Understanding NumPy arrays and creation methods

Understanding NumPy arrays and their attributes.

Creating arrays from lists and built-in functions.

🔢

Indexing, Slicing, and Arithmetic/Statistical Operations

Accessing and slicing array elements.

Arithmetic, statistical, and transformation operations.

Saving and loading NumPy arrays.