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rhochman's Projects

berkeleyx-data8.1x icon berkeleyx-data8.1x

Git repo for UC Berkeley's Data8.1x Foundations of Data Science: Computational Thinking with Python course on edX.

data-science-codex icon data-science-codex

Code and resources to serve as a starting point for data science projects with a particular focus on data visualization and statistical modeling.

deck.gl icon deck.gl

WebGL2 powered geospatial visualization layers

earthengine-py-notebooks icon earthengine-py-notebooks

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

feature-engineering-book icon feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

home-credit-default-risk-recognition icon home-credit-default-risk-recognition

The project provides a complete end-to-end workflow for building a binary classifier in Python to recognize the risk of housing loan default. It includes methods like automated feature engineering for connecting relational databases, comparison of different classifiers on imbalanced data, and hyperparameter tuning using Bayesian optimization.

intro2ds_2019 icon intro2ds_2019

the official repository for intro to Data Science course held by TAU spring2019

kepler.gl icon kepler.gl

Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

machine-learning icon machine-learning

This repository corresponds to the course "Machine Learning" taught at the Faculty of Informatics (FIB), UPC under the MIRI-Data Science Program

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