Victoria Sharaf's repositories
Churn-Prediction-with-PySpark-Sparkify
My goal in this project was to create a binary classifier based on templates obtained from their past activities and interaction with the Sparkify service, which defines users who want to сhurn the service before they сhurn.
Airbnb-Analysis-San-Francisco
The project applies the CRISP-DM process on Airbnb San Francisco datasets to gain insight into Airbnb hosting business during COVID-19. A post for this project is on Medium.
Anime-Recommendation-System
This system, using user ratings, recommends animes similar to the ones that the user likes.
Disaster-Response-Pipelines
Build a Machine Learning Pipline to categorize emergency mesages based on the needs communicated by the sender.
Housing-Market-Dashboard-using-Streamlit
My goal was is creating interactive web dashboard for the needs of a realtor using Python and Streamlit, Collecting data from web pages using Python, Cleaning data using Pandas, and Visualization data with MatPlotLib and Streamlit
Predicting-a-Pulsar-Star
In this project, I will compare several models in the prediction of pulsars. Models: Support Vector Machine Classifier, Random Forest, Logistic Regression, K Nearest Neighbors
San-Francisco-Neighborhood-Analysis
This project is a part of the "Capstone Project" of Coursera - "IBM Applied Data Science Capstone Course".
Starbucks-Portfolio-Exercise
This repository contains project codes required to complete the Starbuck Portfolio Excercis of Udacity's Data Scientist nano degree program.