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Esraa Khaled Ahmed's Projects

airbnb-price-category-prediction-using-multi-modality-text-image-model icon airbnb-price-category-prediction-using-multi-modality-text-image-model

It is a Kaggle competition: The problem is determining the appropriate listing price for a new Airbnb listing, which is a common challenge for hosts. To accomplish this, we will use the listing's characteristics and images to predict its price. you can see my Kaggle competitions here:https://www.kaggle.com/competitions/copy-of-cisc-873-dm-w23-a4

count-wh-question-words icon count-wh-question-words

Our intention is to find out the WH question words (who, what, where, whom, which, how) from the given file Using Pig

covid-19-outcome-prediction-project icon covid-19-outcome-prediction-project

This project will help to identify whether a person is going to recover from coronavirus symptoms or not based on some pre-defined standard symptoms. In this project, we tuned different Classifiers: 1. K-Nearest Neighbors (KNN) 2. Logistic Regression 3. Naïve Bayes 4. Decision Trees 5. Support Vector Machines (SVM) and chose the best one

datasciencecoursera icon datasciencecoursera

Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.

fake-reddit-prediction icon fake-reddit-prediction

It is a Kaggle competition: the problem was predict the label of the news if they are fake news or True news based on 60000 rows have fake news and right news in addition to some injected noise that needed to be cleaned. you can see my Kaggle competitions here: https://www.kaggle.com/competitions/cisc-873-dm-w23-a3/overview

flask-heroku-example icon flask-heroku-example

Deploy your Flask app to Heroku. Check our Free Flask tutorial: https://flask-tutorial.com

huffman-algorithm icon huffman-algorithm

Applying Huffman compression and decompression algorithm using data structure C++ app

leaf-classification icon leaf-classification

The project aims to train a robust neural network model for classifying leaf types and offers an opportunity to explore various hyperparameter settings and optimization techniques for enhancing model performance.

opencv icon opencv

Open Source Computer Vision Library

predicting-card-loyalty-score-for-a-bank icon predicting-card-loyalty-score-for-a-bank

The main objective of this project is to predict user loyalty scores based on customer behaviour, information about merchants, and other significant features using regression analysis

sentimental_analysis_using_pyspark icon sentimental_analysis_using_pyspark

Social Media Analytics: you will use Spark and suite of relevant big data tools to analyze social media data for gaining insights into user behavior, trends, and sentiment.

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