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vanitoz/README.md

Welcome to Ivan Zakharchuk Github Portfolio

Reviews Classification System with NLP : 2021
Building a model that will be able to classify customers reviews using machine learning multi classification algorithms

Twitter-Sentiment-Analysis : 2021
Building and Evaluation model that helps to identify hate speech using machine learning binary classification algorithm

Understanding and Predicting Blight Fine : 2021
Understanding when and why a resident might fail to comply with a blight ticket in the city of Detroit. Building and Evaluation models that help to predict whether a given blight ticket will be paid on time

New Business Opportunity Exploratory Data Analysis : 2021
EDA for New Business Opportunity at Flatiron School Data Science Immersive Program.
Libraries utilized: Pandas, Numpy, Matplotlib, Sqlite3, Requests, Folium

Kings County Housing Price Prediction : 2021
Developing a Linear regression model that will predict the prices of homes sold in the Seattle, King County,WA area. Libraries Utilized: Scikit-Learn, Pandas, Statsmodel, Numpy, Matplotlib, Seaborn, Dateutil, Scipy, Geopy, Scipy

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