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dormeir's Projects

amazon-recommendation-system icon amazon-recommendation-system

A web application implementing a machine learning-based recommendation system for Amazon using users ratings. Built using python and streamlit, this project demonstrates the use of collaborative filtering and content-based algorithms, as well as classic ML and EDA, to enhance user shopping experiences.

awesome-r icon awesome-r

A curated list of awesome R packages, frameworks and software.

boikaggle icon boikaggle

Bank of Israel big data course Kaggle competition 2018

bubble_plot icon bubble_plot

Visualize linear and non-linear connections between numerical/categorical features (2D histogram with bubbles)

cities-classifier icon cities-classifier

An algorithm for accurately predicting the city in which a given image was taken - https://cities19test.herokuapp.com/

dmi-tcat icon dmi-tcat

Digital Methods Initiative - Twitter Capture and Analysis Toolset

flightstats_scraper icon flightstats_scraper

A web scraper for departing flights in flightstats website (optional filter by type, different location levels and elevation), enriched by Covid-19 API data (country, region, city and travel restrictions). A short presentation of the project in the link -->

kaggle_competition_boston_ml4econ icon kaggle_competition_boston_ml4econ

kaggle compeition on Boston dataset in Machine Learning for Economists Course at the Hebrew University of Jerusalem https://www.kaggle.com/c/55750-machine-learning-for-economists-huji-2019

ml4econ icon ml4econ

A course in machine learning for economists

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