FarzadNekouee / Hotel_Booking_Cancellation_Prediction
Predictive modeling of hotel booking cancellations. Handling complex data preprocessing, feature engineering, and noise. Evaluating models for high F1-score and analyzing key features for interpretability.
☆13Updated last year
Related projects: ⓘ
- In this repo, we analyze a dataset of heart patient metrics to build a model identifying heart disease risks. We prioritize high recall f…☆19Updated last year
- Harnessing LSTM for gold price prediction from 2013-2022. Trained on 9 years of data, the model predicts prices for 2022. The repo contai…☆17Updated last year
- The project aims to predict employee resignations using XGBoost and CatBoost regressors. It involves extensive EDA, data preprocessing, m…☆13Updated last year
- Dive into polynomial regression and its assumptions in car price prediction. This repo explores Linear, Polynomial, Ridge, Lasso, and Ela…☆12Updated last year
- Classification project to pinpoint potential loan customers from an imbalanced dataset. Emphasizes on penalized and tree-based algorithms…☆12Updated last year
- An urban traffic violation detection system using classical image processing techniques. Features include real-time traffic light recogni…☆23Updated last year
- This project leverages DCGANs and the CelebA dataset to create photorealistic, synthetic human faces. The DCGAN model crafts new faces th…☆12Updated last year
- Launching a mobile company to rival giants like Apple & Samsung, we leverage sales data to discern price ranges for mobiles based on feat…☆11Updated last year
- Here, you will get to know the projects related to the basic mathematical concepts of Python programming.☆9Updated 11 months ago
- Here, you will get to know the projects related to the Data-Science concepts in Python programming.☆8Updated 11 months ago
- This project presents a weather-proof model for accurate detection of dogs and cats, streamlined for desktop application. Utilizing renow…☆10Updated 10 months ago
- An extensive exploration and preprocessing of Flight data. The project encompasses detailed EDA (Univariate, Bivariate, and Multivariate …☆14Updated last year
- ☆9Updated 10 months ago
- Thompson sampling☆10Updated last year
- An exploration of CIFAR-10 image classification using a CNN model built with Keras. This repository includes training, evaluation, and ex…☆16Updated last year
- In this repository by using tensorflow, I build, train and evaluate LSTM models for predicting Google stock prices☆10Updated last year
- In this project, we harness ResNet50 for garbage classification. Using a dataset pivotal for automating waste segregation, we address cha…☆13Updated 10 months ago
- ☆11Updated 11 months ago
- Data Science Tutorials with Python☆14Updated last year
- Telegram IMDb Bot: Python-based bot for Telegram. Features include movie search via IMDb API, watchlist management, and movie details ret…☆24Updated last year
- Unsupervised Machine Learning Analysis Using Clustering Model☆14Updated last year
- This project is related to customer segmentation for loans☆11Updated last year
- Reliable MRI brain tumor detection for various types including pituitary, meningioma, glioma. Focused on high accuracy in diverse image q…☆11Updated 9 months ago
- Using Python☆17Updated last year
- ☆13Updated last year
- This project uses Linear Regression for car price prediction, implementing advanced techniques such as K-Fold cross-validation, feature s…☆8Updated last year
- Solver for easy Sudoku☆17Updated 2 years ago
- Customer Segmentation Using Unsupervised Machine Learning Algorithms☆12Updated last year
- ☆19Updated last year
- ☆15Updated last year