https://github.com/md-emon-hasan/machine_learning_basic
Featuring basic machine learning projects, demonstrating concepts and implementations using Python and popular machine learning libraries.
https://github.com/md-emon-hasan/machine_learning_basic
machine-learning machine-learning-algorithms ml project-repository projects supervised-learning supervised-machine-learning
Last synced: 12 months ago
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Featuring basic machine learning projects, demonstrating concepts and implementations using Python and popular machine learning libraries.
- Host: GitHub
- URL: https://github.com/md-emon-hasan/machine_learning_basic
- Owner: Md-Emon-Hasan
- License: apache-2.0
- Created: 2023-10-10T07:21:09.000Z (over 2 years ago)
- Default Branch: master
- Last Pushed: 2024-07-09T09:29:07.000Z (over 1 year ago)
- Last Synced: 2025-03-02T21:42:56.852Z (12 months ago)
- Topics: machine-learning, machine-learning-algorithms, ml, project-repository, projects, supervised-learning, supervised-machine-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 1.38 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Machine Learning Basic Projects
Welcome to the **Machine Learning Basic Projects** repository! This repository contains basic machine-learning projects that cover fundamental concepts and techniques. Whether you're new to machine learning or looking to reinforce your skills, you'll find practical projects here to help you get started.
## 📋 Contents
- [Introduction](#introduction)
- [Techniques Covered](#techniques-covered)
- [Getting Started](#getting-started)
- [Contributing](#contributing)
- [Challenges Faced](#challenges-faced)
- [Lessons Learned](#lessons-learned)
- [License](#license)
- [Contact](#contact)
---
## 📖 Introduction
This repository aims to provide hands-on experience with basic machine learning projects. Each project focuses on applying essential machine learning techniques to solve real-world problems or datasets. Whether you're interested in classification, regression, or clustering, you'll find projects tailored to various domains.
---
## 📚 Techniques Covered
Projects in this repository cover fundamental machine learning techniques, including:
- **Classification:** Predicting categorical outcomes.
- **Regression:** Predicting continuous values.
- **Clustering:** Grouping similar data points.
- **Dimensionality Reduction:** Simplifying data while preserving important features.
- **Model Evaluation:** Assessing model performance using metrics like accuracy, precision, recall, etc.
---
## 🚀 Getting Started
To get started with these machine learning projects, follow these steps:
1. **Clone the repository:**
```bash
git clone https://github.com/Md-Emon-Hasan/Machine_Learning_Basic_project.git
```
2. **Navigate to the project directory:**
```bash
cd Machine_Learning_Basic_project
```
3. **Explore the projects:**
- Navigate to each project directory.
- Review the README and documentation for setup instructions and details.
---
## 🤝 Contributing
Contributions to enhance or expand the repository are welcome! Here's how you can contribute:
1. **Fork the repository.**
2. **Create a new branch:**
```bash
git checkout -b feature/new-feature
```
3. **Make your changes:**
- Add new projects, improve documentation, or refactor code.
4. **Commit your changes:**
```bash
git commit -am 'Add a new project or update'
```
5. **Push to the branch:**
```bash
git push origin feature/new-feature
```
6. **Submit a pull request.**
---
## 🛠️ Challenges Faced
Throughout the development of this repository, challenges were encountered, including:
- Data preprocessing and cleaning complexities.
- Model selection and parameter tuning.
- Interpretation and visualization of results.
---
## 📚 Lessons Learned
Key lessons learned from developing this repository include:
- Practical application of machine learning algorithms.
- Importance of data preparation and feature engineering.
- Evaluation and optimization of machine learning models.
---
## 📜 License
This project is licensed under the Apache License 2.0. See the [LICENSE](LICENSE) file for more details.
---
## 📬 Contact
- **Email:** [iconicemon01@gmail.com](mailto:iconicemon01@gmail.com)
- **WhatsApp:** [+8801834363533](https://wa.me/8801834363533)
- **GitHub:** [Md-Emon-Hasan](https://github.com/Md-Emon-Hasan)
- **LinkedIn:** [Md Emon Hasan](https://www.linkedin.com/in/md-emon-hasan)
- **Facebook:** [Md Emon Hasan](https://www.facebook.com/mdemon.hasan2001/)
Feel free to reach out for any questions, feedback, or collaboration opportunities!