https://github.com/md-emon-hasan/python-from-kaggle
A repository featuring Python tutorials sourced from Kaggle, focusing on practical applications and examples for data analysis and machine learning.
https://github.com/md-emon-hasan/python-from-kaggle
basics-of-python dictionaries kaggle lists programming-language python python-library
Last synced: 3 months ago
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A repository featuring Python tutorials sourced from Kaggle, focusing on practical applications and examples for data analysis and machine learning.
- Host: GitHub
- URL: https://github.com/md-emon-hasan/python-from-kaggle
- Owner: Md-Emon-Hasan
- License: apache-2.0
- Created: 2023-06-09T12:21:04.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-07-08T16:21:54.000Z (about 1 year ago)
- Last Synced: 2025-01-13T08:46:22.395Z (9 months ago)
- Topics: basics-of-python, dictionaries, kaggle, lists, programming-language, python, python-library
- Language: Python
- Homepage:
- Size: 17.6 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Python from Kaggle
Welcome to the **Python from Kaggle** repository! This project contains various Python notebooks and scripts designed to help you learn and master Python programming through practical examples and exercises provided by Kaggle.
## 📋 Contents
- [Introduction](#introduction)
- [Objective](#objective)
- [Key Features](#key-features)
- [Technology Stack](#technology-stack)
- [Getting Started](#getting-started)
- [Contributing](#contributing)
- [Challenges Faced](#challenges-faced)
- [Lessons Learned](#lessons-learned)
- [Why I Created This Project](#why-i-created-this-project)
- [License](#license)
- [Contact](#contact)
---
## 📖 Introduction
This repository hosts a collection of Python notebooks and scripts inspired by various Kaggle courses and competitions. It aims to provide a comprehensive learning experience for those looking to enhance their Python programming skills.
---
## 🎯 Objective
The objective of this project is to offer a hands-on approach to learning Python by leveraging Kaggle's rich resources and datasets. It is designed to cater to beginners as well as intermediate learners who wish to deepen their understanding of Python through practical applications.
---
## ✨ Key Features
- **Comprehensive Tutorials:** Step-by-step Python tutorials covering a wide range of topics.
- **Practical Examples:** Real-world examples and exercises sourced from Kaggle.
- **Well-Commented Code:** Clear and concise code with detailed comments for better understanding.
- **Diverse Topics:** Coverage of various Python topics including data manipulation, visualization, machine learning, and more.
---
## 🛠️ Technology Stack
- **Python:** The primary programming language used in this project.
---
## 🚀 Getting Started
To get a local copy of this project up and running on your machine, follow these simple steps:
### Prerequisites
Ensure you have Python and Jupyter Notebook installed on your local machine. You can download Python from [here](https://www.python.org/downloads/)
### Installation
1. **Clone the repository:**
```bash
git clone https://github.com/Md-Emon-Hasan/Python-from-Kaggle.git
```
2. **Navigate to the project directory:**
```bash
cd Python-from-Kaggle
```
3. **Install the required packages:**
```bash
pip install -r requirements.txt
```
4. **Launch Jupyter Notebook:**
```bash
jupyter notebook
```
5. **Open any notebook and start exploring:**
- Navigate to the `notebooks` directory and open any `.ipynb` file to start learning.
---
## 🤝 Contributing
Contributions are welcome and encouraged! Here's how you can contribute to this project:
1. **Fork the repository:**
```bash
git clone https://github.com/Md-Emon-Hasan/Python-from-Kaggle.git
```
2. **Create a new branch:**
```bash
git checkout -b feature/new-feature
```
3. **Make your changes:**
- Make updates or add new features to the project.
4. **Commit your changes:**
```bash
git commit -am 'Add a new feature'
```
5. **Push to the branch:**
```bash
git push origin feature/new-feature
```
6. **Submit a pull request:**
- Go to the [repository](https://github.com/Md-Emon-Hasan/Python-from-Kaggle) and click on the "Pull Requests" tab.
- Click the green "New pull request" button.
- Select the branch you made your changes on.
- Click "Create pull request."
---
## 🛠️ Challenges Faced
During the development of this project, several challenges were encountered:
- **Dataset Management:** Handling and preprocessing large datasets for various exercises and tutorials.
- **Code Optimization:** Ensuring the code is efficient and runs smoothly, especially for complex data operations and machine learning models.
- **Keeping Up-to-Date:** Continuously updating the notebooks to reflect the latest Python libraries and best practices.
---
## 📚 Lessons Learned
Through the development process, several key lessons were learned:
- **Enhanced Python Skills:** Improved proficiency in Python programming through practical exercises and real-world examples.
- **Machine Learning Fundamentals:** Acquired foundational knowledge in machine learning and its applications using Python.
---
## 🌟 Why I Created This Project
I created this project to provide a structured and practical learning experience for individuals interested in mastering Python programming. By leveraging the rich resources and datasets available on Kaggle, this project aims to offer hands-on tutorials and exercises that facilitate learning and skill development.
---
## 📜 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!