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Predict Fllight Price, practise feature engineering, implement ensemble models.
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Predicting these prices is not only useful for travelers but also for airlines, travel agencies, and researchers. This repository provides a comprehensive solution to this problem, leveraging machine learning techniques and the Kaggle flight price dataset.
Preprocessing Steps. Before building the model, the dataset undergoes essential preprocessing steps to ensure its suitability for accurate predictions. The preprocessing stages encompass the following key procedures: Importing the necessary libraries to facilitate the data manipulation process.
19 lut 2024 · Price: Price of the flight for a complete journey including all the expenses before onboarding. By employing machine learning algorithms, particularly regression techniques, we aim to predict flight ticket prices accurately.
Flight Price predicted using Machine Learning Model taking dataset from Kaggle - GitHub - srijosh/Flight-Price-Prediction-: Flight Price predicted using Machine Learning Model taking dataset from Kaggle
This is a flights price prediction dataset.
Explore and run machine learning code with Kaggle Notebooks | Using data from Flight Price Prediction