Learn NumPy Fundamentals (Python Library for Data Science)

Brief intro and download of NumPy package

Lesson Video! In this one we'll talk about how to create NumPy arrays.

NumPy Array Creation Video - Use this video if you'd like to practice the NumPy Array creation tutorial video. If you already have the concept feel free to skip!

Indexing & Reshaping lesson - In this one we'll cover the basics of how to index and talk about array shapes.

Want more practice with reshaping and indexing? Here's the optional practice video.

Default Array creation tutorial video

Default Array optional practice! We'll look at a few more methods in this one.

In this one we'll cover the topic of advanced indexing and go over some techniques to pull out data from our NumPy arrays.

We'll get some more (optional) practice using advanced indexing techniques with NumPy Arrays.

Array Math Lesson on how we can apply functions to our NumPy arrays

More practice on Using Array math

Introduction to NumPy broadcasting Lesson

NumPy Broadcasting Optional Practice! Two more little talk throughs

Thanks so much for learning with me! Here's my Youtube Channel:

https://www.youtube.com/channel/UCJHs6RO1CSM85e8jIMmCySw

My Website with the mailing list is here;

https://www.derricksherrill.com/

Thanks so much again for joining me to learn NumPy fundamentals!

How to Set up Python and the Atom text editor

We'll cover how python is unique by talking about white space, how syntax works in python, and how to comment line in python.

In this one we'll talk about proper ways to create variables, what data types are, and how we can figure out typings of our variables.

In this one we'll talk about composite data types, how to use them, and what it means for an object in python to be mutable.

In this one we'll begin working with numbers and seeing the operations that python can do.

We'll work with python lists in this one, talk about mutability agin, and see what operations we can perform on list items.

In this one we'll work with strings in python, talk about how they're immutable, and what an array of string characters means.

What is a tuple? We'll talk about use cases in this video briefly.

We'll talk about sets, how to create python sets, and how a frozen set is the immutable version of a set.

In this one we'll look at how to use dictionaries and what they do.

In this one we'll create our first if statement!

In this one we'll talk about while statements

Sample For Loops in Python

Time to start using functions in Python! Functions tutorial video.

We'll start talking object oriented programming and python