Learn NumPy Fundamentals (Python Library for Data Science)

All the basics to start using the python library NumPy
Rating: 4.3 out of 5 (593 ratings)
12,318 students
Learn NumPy Fundamentals (Python Library for Data Science)
Rating: 4.3 out of 5 (593 ratings)
12,318 students
Python
NumPy

Requirements

  • None
Description

Hello Everyone! In this course I'll cover the basics of using number and have several interactive course videos that will challenge you to learn how to use NumPy. I've always included a python course as well, but that's just bonus content (in case you haven't used python before.)


We'll cover:

- Why use NumPy?

- NumPy Arrays

-Array Math

- Array Indexing

- Advanced Indexing

- Broadcasting


& much more!

Who this course is for:
  • Beginner Python Students interested in NumPy
  • Beginner Data Scientists
Curriculum
3 sections • 30 lectures • 1h 49m total length
  • Introduction
  • NumPy Overview
  • Array Creation
  • Array Creation (Optional Practice)
  • Reshaping & Indexing
  • Reshaping & Indexing (Optional Practice)
  • Default Arrays
  • Default Arrays (Optional Practice)
  • Advanced Indexing
  • Advanced Indexing (Optional Practice)
  • Array Math
  • Array Math (Optional Practice )
  • Broadcasting
  • Broadcasting (Optional Practice)
  • Finishing Up & Next Steps
  • Download & Set Up
  • Syntax & Commenting
  • Variables & Data Types
  • Composite Data Types
  • Numbers
  • Lists
  • Strings
  • Tuples
  • Sets
  • Dictionaries
  • If Statements
  • While loops
  • For Loops
  • Functions
  • Class Objects

Instructor
Coffee Powered Coder
Derrick Sherrill
  • 4.3 Instructor Rating
  • 1,558 Reviews
  • 28,987 Students
  • 3 Courses

Experience across various industries and roles. I'm a passionate programmer and have a love of python, web design, and anything tech.

My online presence is to help other learn and I really enjoy making content that others enjoy - let me know what I can do to help you on your journey and I'll be happy to help you. Happy coding!