TLDR: For 8 more weeks (part time), I continued working with a (different) cross functional team on CitySpire application. The data science team collected and cleaned data, performed data analysis and feature engineering, added new features, used machine learning to create forecasting models and get recommendations. These new features were...
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Web Scraping with Selenium and Beautiful Soup
web scraping greatschools.org
Summary: This article dives into the nitty, gritty of my first experience web scraping a greatschools.org, a dynamic website. I delve into the libraries used and the packages necessary for using Selenium and Beautiful Soup. As a burgeoning, data scientist, web scraping is very much essential in data science field....
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CitySpire
An app's tale, from idea to deployment
TLDR: Worked for 8 weeks (part time) as a data scientist and machine learning engineer on a remote interdisciplinary team; helped to gather, clean and wrangle data to create a recommendation model; created an AWS RDS Postgres database to store data and sent this information to front end through endpoints...
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What’s the KNN?
Understanding the Lazy Learner Algorithm by creating it from scratch.
Decision boundary of nearest neighbors decision on Iris dataset with 3 nearest neighbors
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