flight-price-prediction

A Flight Price Prediction System, which is a machine learning-based web application. Users can predict the cost of a flight based on their desired travel details. The project has been implemented using the Streamlit framework for hosting the application and providing a user interface for flight price predictions.

python random-forest pickle random-forest-classifier streamlit streamlit-webapp flight-price-prediction

Updated Jan 8, 2024
Jupyter Notebook

Pegah-Ardehkhani / Flight-Price-EDA-and-Prediction

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Analyze and Predict the Flight Price Using Machine Learning Models and Plotly Library

data-science machine-learning exploratory-data-analysis machine-learning-algorithms plotly regression prediction data-visualization statsmodels regression-algorithms feature-importance flight-price flight-price-prediction

Updated Dec 2, 2022

sukhmani1303 / flight-price-prediction

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A Streamlit ML app for flight price prediction. This one project involves concepts like EDA, Linear, Lasso & Ridge Regression, Kfold, Hyper Parameter Tuning & GridSearchCV. I am constantly building a rich repository of all the information I have on a particular topic as part of my machine learning practice. Very Helpful for ML beginners.

python machine-learning pipeline linear-regression machine-learning-algorithms eda artificial-intelligence ridge-regression hyperparameter-tuning lasso-regression kfold-cross-validation gridsearchcv machine-learning-beginners streamlit flight-price-prediction streamlit-application

Updated Apr 9, 2024
Jupyter Notebook

lakshayalmadi / flight-price-predictor

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A flight price prediction website that works on the Random Forest model for predicting flight fares. The model is then hosted using Flask API.

machine-learning random-forest flight-price-prediction

Updated Jun 6, 2021
Jupyter Notebook

dipeshgyanchandani / myflightprice

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MyFlightPrice is a Flask web app which can predict your flight price based on the required information.

python flask machine-learning random-forest flight-price flight-price-prediction

Updated Jan 13, 2021
Python

sairasmi / flight-price-prediction

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The primary goal is to develop a predictive model that leverages historical data, machine learning algorithms, and real-time market trends to empower users with insights for informed decision-making in air travel planning.

data-science machine-learning regression-models random-forest-regression predictiveanalytics flight-price-prediction

Updated Nov 17, 2023
Jupyter Notebook

Pratik-Aher / Flight-Fare-Prediction

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The main goal is to predict the fares of the flights based on different factors available in the provided dataset.

python machine-learning prediction random-forest-regression flight-price-prediction

Updated Mar 7, 2024
Jupyter Notebook

Kamal2511 / Flight-Fare-Prediction

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Built flight fare prediction and deploy using flask on Heroku platform

python flask prediction regression-models hyperparameter-tuning heroku-deployment random-forest-regression flight-price-prediction

Updated Dec 3, 2021
Jupyter Notebook

yashbhanu / Flight-Price-Prediction-Application

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A Flight price prediction application which predicts fares of flight for a particular date based on various parameters like Source, Destination, Stops & Airline.

python flask data-science machine-learning random-forest jupyter-notebook regression flight-price-prediction

Updated Nov 5, 2022
Jupyter Notebook

KalyanM45 / Flight-Fare-Prediction

Sponsor

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This project aims to provide users with a tool to predict flight fares based on various parameters, allowing them to make informed decisions when booking air travel. The app utilizes machine learning algorithms trained on historical flight data to estimate future fares.

docker machine-learning mlops flight-prices flight-price-prediction