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https://github.com/muzammil-13/mimlrepo

Data Analysis using Python Machine Learning Libraries
https://github.com/muzammil-13/mimlrepo

data-analysis data-science machine-learning numpy pandas python python-library

Last synced: about 20 hours ago
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Data Analysis using Python Machine Learning Libraries

Host: GitHub
URL: https://github.com/muzammil-13/mimlrepo
Owner: muzammil-13
Created: 2023-12-30T11:44:10.000Z (about 1 year ago)
Default Branch: master
Last Pushed: 2024-05-26T02:56:51.000Z (8 months ago)
Last Synced: 2024-11-15T23:15:19.171Z (2 months ago)
Topics: data-analysis, data-science, machine-learning, numpy, pandas, python, python-library
Language: Jupyter Notebook
Homepage:
Size: 24.4 KB
Stars: 2
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        
Project : 🪙 Bitcoin Price Prediction using Dataset
 


Note : Model prediction for 30 days. 




    Libraries used :

    Pandas (for data manipulation)

    NumPy (for numerical computations)

    Matplotlib





    Developed a program to analyze historical Bitcoin price data and forecast price trends for the next 30 days. The program utilizes a machine learning approach by employing a Random Forest Regression model from the scikit-learn library. Historical data was split into training and testing sets using the test-train-split function to evaluate the model's performance and avoid overfitting.