Samaa Ghorab's repositories
Airbnb-Listing-EDA
This project involves performing an exploratory data analysis (EDA) on Airbnb listings data for a particular city. The analysis will focus on factors such as price, availability, location, and property type to identify trends and patterns in the demand for Airbnb listings in the city.
Autism_Prediction_With_GA-EDA
Autism Prediction using Genetic algorithm and Exploratory Data Analysis
Brain_Cancer_detection
This Project involves Using deep learning techniques to detect there is brain cancer or not in image dataset.
Breast_Cancer_Prediction-
This Project involves building an Artificial Neural Network to predict presence of Breast Cancer on text dataset.
ClassificationRF
It is a classification model with random forest
EDA1_Capstone
This Project involves building an Automated EDA (Exploratory Data Analysis) tool that can pre-process and visualize data based on column types using Python. The tool aims to simplify the EDA process by automating the pre-processing steps and providing a comprehensive visualization dashboard for each column type.
First-Scientific-Paper-at-IEEE-explore-site
Liver Disease Identification Based on Machine Learning Algorithms
Functions_Capstone
This project involves building a Tic Tac Toe game using Python without a graphical user interface (GUI). The game will be played on the command line, where the user will enter their moves as text inputs. The project will focus on implementing the game logic using Python's built-in data structures and control flow statements.
Liver-disease-prediction
Config files for my GitHub profile.
NLP_Sentiment_Analysis
In this notebook we will be doing some sentiment analysis for Amazon reviews using two different techniques: 1. VADER (Valence Aware Dictionary and sEntiment Reasoner) - Bag of words approach 2. Roberta Pretrained Model from 3. Huggingface Pipeline
Sensor_Rocket_Mine
This model predicts with a sensor if the object is rocket or mine using logistic regression (LR) model