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https://github.com/muhammadmooazam/flight-price-prediction-project
https://github.com/muhammadmooazam/flight-price-prediction-project
Last synced: 6 days ago
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- Host: GitHub
- URL: https://github.com/muhammadmooazam/flight-price-prediction-project
- Owner: MuhammadMooazam
- License: mit
- Created: 2023-08-19T17:20:06.000Z (about 1 year ago)
- Default Branch: master
- Last Pushed: 2023-08-27T08:14:00.000Z (about 1 year ago)
- Last Synced: 2023-08-27T08:41:51.561Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 364 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Flight Price Prediction Project
🌟 Welcome to the Flight Price Prediction Project! 🌟
This data science and machine learning project are your ticket 🎫 to predicting flight prices with precision. Whether you're a globe-trotter seeking budget-friendly fares ✈️ or a data enthusiast navigating the skies of machine learning 🚀, we've got your journey covered.
---
## ✈️ Introduction
Air travel has woven itself into the fabric of modern life, but the ever-fluctuating flight ticket prices can be turbulent. Fear not! 🛡️ The Flight Price Prediction Project is your navigational instrument, using the power of data science and machine learning to forecast ticket prices accurately. 📊
---
## 📊 Features
- **Data Exploration**: Embark on an expedition deep into the flight ticket dataset, uncovering hidden insights and charting the course ahead.
- **Data Preprocessing**: Navigate through data cleaning, master the art of handling missing data, and transform features into a model-ready state.
- **Model Building**: Your machine learning compass! Deploy various algorithms to construct predictive models.
- **Model Evaluation**: Hoist the flag of rigorous evaluation to ensure precise predictions are anchored in reality.
---
## 🚀 Getting Started
Your journey begins here! 🌄 Follow these steps to embark on this adventure:
1. Clone this repository: `git clone https://github.com/MuhammadMooazam/Flight-Price-Prediction-Project.git`
2. Delve into the Jupyter notebooks to explore the project's fascinating voyage.
---
## 🗺️ Dataset
Our treasure map 🗺️: The dataset for this project is sourced from SastaTicket.pk. It's a treasure trove of flight data, including departure and arrival cities, flight durations, airlines, and, most importantly, ticket prices.
---
## 🌐 Usage
This project isn't just a pitstop; it's a resource for all wanderers of data science, machine learning, and flight price prediction. You're welcome to use the code and notebooks here as your guiding star 🌟 for your own projects or extend this project to reach new heights.
---
## 🙌 Contributing
Ahoy, fellow travelers! We extend an invitation to the open-source skies. Your ideas, bug reports, and pull requests are like gusts of wind that can propel this project to new horizons.
---
## 📜 License
Set sail with confidence! This project is licensed under the [MIT License](LICENSE), granting you the freedom to use, modify, and distribute the code for both personal and commercial purposes.
---
🚢 If you have any questions, suggestions, or just want to share your travel tales, feel free to open an issue or contact us.
[](https://www.linkedin.com/in/mooazam/)
[](https://twitter.com/SMMooazam)