Rob Osterburg's repositories
python-mastery
Advanced Python Mastery (course by @dabeaz)
practical-python
Practical Python Programming (course by @dabeaz)
mastering-pycharm-course
Course demos and handouts for Talk Python's Effective PyCharm course
better_streets
Making streets better by understanding the dangers they pose to pedestrians, cyclists and others.
python-short-course
Get started quickly with modern Python
song-play-aws-redshift
An ETL pipeline of user song play activity from raw JSON logs file stored S3 buckets to Redshift star schema using SQL and Python.
pipelines_with_airflow
Automate and monitor data pipelines with Apache Airflow
song-play-spark
Creating a data lake of song-play activity extracted from logs files for a music streaming service by transforming the data using PySpark running on AWS EMR and storing the dimensional tables on AWS S3.
robocity.github.com
Helpful tutorials and other postings
Intro_to_web_scraping_with_python
A tutorial introduction to web scraping with python 3 using requests and BeautifulSoup.
song-play-nosql
An analysis of songs played by a fictitious online music service using a no-sql database
song-play
An analysis of songs played by a fictitious online music service using a relational database
r_ab_testing
Using R to analyze AB testing results
wpc_map
Automates downloading of weather maps from the Weather Prediction Center (WPC) archive.