Unix Tools For Data Science
Data: N/A
Techniques: Unix commands, vi, sftp, screen, grep, git
Date: Oct, 2017
ETL Pipelines With Apache Airflow
Data:
OpenWeatherMap API
Techniques: ETL, Apache Airflow, PostgreSQL
Date: Aug, 2017
Recommender Systems
Data:
Amazon Product Data
Techniques: Collaborative fitlering
Date: April, 2017
Intro To Relational Databases
Data: Created in post
Techniques: SQLite, PostgreSQL, SQLAlchemy
Date: April, 2017
Forecasting Crime Rates In New York City
Data:
NYC Open Data
Techniques: Time series, ARIMA, StatsModels, exploratory analysis
Date: Mar, 2017
Interactive Visualizations With Bokeh
Data:
Chicago Data Portal
Techniques: Bokeh, data visualization, GeoPandas
Date: Mar, 2017
Analyzing Wikimedia's Click-Through Rates
Data:
Wikimedia
Techniques: Pandas, analytics, click-through rate analysis
Date: Feb, 2017