Welcome to the Data Science and Machine Learning Repository! This repository contains a collection of certificates, datasets, Jupyter notebooks, SQL queries, Python projects, and machine learning models to help you learn and practice data science and machine learning.
In the "Certificates" directory, you will find certificates of completion for various data science and machine learning courses and workshops. These certificates serve as proof of your accomplishments and can be valuable additions to your portfolio.
The "Datasets" directory contains a variety of datasets that you can use for practicing data manipulation, analysis, and machine learning tasks. Each dataset is organized into its own subdirectory with a description of its contents.
Explore the "Notebooks" directory to find a collection of Jupyter notebooks that cover various data science and machine learning topics. These notebooks are designed to guide you through different concepts and provide hands-on experience.
The "SQL" directory contains SQL scripts and queries that can be used to practice database manipulation and data retrieval. You'll find both simple and complex examples to improve your SQL skills.
In the "Python" directory contains a "Python_Projects" folder, where you'll discover a range of Python projects related to data science and machine learning. These projects include code samples, explanations, and instructions to help you implement and understand various algorithms and techniques.
The "Python" directory also houses a "ML_Models" folder with pre-trained machine learning models along with sample code for model evaluation and deployment. You can use these models as a starting point for your own projects or for educational purposes.
To get started, clone this repository to your local machine:
git clone https://github.com/Mwadz/General.gitFeel free to explore the directories and use the resources provided to enhance your data science and machine learning skills.
If you'd like to contribute to this repository by adding new certificates, datasets, notebooks, SQL queries, Python projects, or machine learning models, please follow these steps:
- Fork this repository.
- Create a new branch for your contribution.
- Make your changes and additions.
- Create a pull request, explaining your changes and the purpose of your contribution.
This repository is licensed under the MIT License. See the LICENSE file for details.
We acknowledge the contributions of the data science and machine learning community. Thank you for sharing your knowledge and resources to help others learn and grow in this field.
Happy learning and coding! 🚀📊🤖