How to predict Doge Coin price using Machine Learning and Python

Welcome back! A few weeks ago I walked through some methods on predicting stock prices using Machine Learning and Python, now let’s try to do the same thing with a crypto currency, specifically Doge Coin. Now, this is a pretty high level walkthrough, this is not a full tutorial on learning Machine Learning, more so looking at some capability that Machine Learning may have. First off, we’re going to be using Google Colab to run this code, luckily for us this code was pretty much already developed, please give all the credit to this website for the code, I did add a little bit more functionality with the attached code! Here is the link to access the Google Colab project, you can also copy the code over to your Python IDE if you prefer.

Quick Note: This is a somewhat advanced tutorial, I’m assuming you know you’re way around Python / Object Oriented Programming, a bit of Machine learning, and familiarity with Pandas / Numpy. I have tutorials that should bring you up to speed, but here’s a Basic introduction to Machine Learning that I wrote up, okay now let’s get started!

Importing / Installing the packages

As always we’re going to have to import these packages, we’re using numpy, pandas, matplotlib and SciKit-Learn as well as Yahoo’s finance packages, you can pip…