✍️Recommendation systems with Apache Spark🤔
data: Amazon product data
techniques: big data, collaborative filtering, ALS, Spark
🎩Recommendation system for art with PCA✨
data: British Museum RDF database
techniques: big data, NLP, PCA, Flask, AWS, recommendation system
🌳🌳How (un)healthy are NYC trees? 🏙
data: 2015 NYC Street Tree Census
techniques: geospatial analysis, big data, logistic regression, random forest
🗺️Geospatial analysis of donations💸
data: transaction data
techniques: GeoPandas, normalization, big data
💳Investigating the efficiency of loyalty program💻
data: customers’ transactions data
techniques: ETL pipeline for SQL / pandas, pearson correlation
🤖Automatic tagging of coffee reviews with NLP☕
format: egg package
techniques: Classification, NLP, SpaCy, automatic tagging
📚👀User analytics on Wikipedia event-logging data 💻
data: here
techniques: k-means clustering, clickthrough rate