Bank Institution Term Deposit Predictive Model

Diacritics are short vowels with a constant length that are spoken. The same word in the Arabic language can have different meanings and different pronunciations based on how it is diacritized. In this project, we implement a pipeline to predict the diacritic of each character in an Arabic text using Natural Language Processing techniques.

Repo for the Real Estate Price Prediction

A program that will parse and encode a select column from a csv.

Convert a unstructured array into a stuctured dataframe.

Category transformation

Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）

This repository is a collection of basic code templates for Data Preparation. All codes I am sharing are from the practical exercises I did from the Data Science Infinity Program.

We use multiple Tree boosting models and compare their performance to calculate the fit percentage of a candidate for the job they apply for. Also try to handle categorical methods using various methods.

Small tools for csv file processing (onehot encoding, format checking and converting to libsvm).

This project aims to implement various word embedding methods.

Finding Effects of House Attributes using Linear Regression

Housing Price Prediction -Advanced regression techniques

Mall Customer Segmentation Data

This repository is totally focused on Feature Engineering Concepts in detail, I hope you'll find it helpful.

Spam detection using Multinomial Naive Bayes, deployed via Streamlit with pickle model

Performed Exploratory Data Analysis on a flight ticket price dataset to uncover key insights. Analyzed features like duration, stops, departure time, and airline. Identified patterns, handled missing data, and visualized factors influencing ticket prices for better prediction.

Create a model to predict if a customer will leave the bank.

A machine learning project that analyzes supply chain logistics data to identify patterns associated with disruption risk. The analysis combines exploratory data analysis, predictive modeling, and visualization to highlight key operational drivers of delays.

Feature Engineering on Time Series Dataset (Flight Price Prediction)