Dogecoin is a cryptocurrency created by software engineers Billy Markus and Jackson Palmer, who decided to create a payment system as a joke, making fun of the wild speculation in cryptocurrencies at the time. Despite its satirical nature, some consider it a legitimate investment prospect.
GOAL
The goal of this project is to predict prices of dogecoin using historical data.
DATASET
Dataset can be downloaded from here.
WHAT I HAVE DONE
- Step 1: Data Exploration
- Step 2: Data Visualization
- Step 3: Data Training & Model Creation
- Step 4: Performance Evaluation
LIBRARIES NEEDED
- pandas
- numpy
- matplotlib
- sklearn (For data traning, importing models and performance check)
Accuracy of different models used
- By using Random Forest Regressor model
Accuracy achieved : 99.96Author