David HurleyinTowards Data ScienceTaking Control of Your Workflow 🌊Using pyenv and pipenv to setup awesome virtual environments in Python that will make your co-workers like you again!3 min read·Apr 21, 2021----
David HurleyinTowards Data ScienceSimplify Machine Learning WorkflowsHow to use Pipelines to standardize data preprocessing, data transformation, and modeling steps of a machine learning workflow5 min read·Jul 2, 2020--2--2
David HurleyinTowards Data ScienceBulk Downloads in Python FAST ⚡️Leveraging AWS Lambda and Amazon SQS to bulk download external files5 min read·Jun 15, 2020----
David HurleyinTowards Data ScienceDirect to Pandas DataFrame3-minute guide to using Chrome DevTools and Python to download and read data directly from a remote URL to a Pandas DataFrame3 min read·Jun 9, 2020--1--1
David HurleyinTowards Data ScienceDitch the DatabaseHow to use AWS S3 Select to query smarter and maybe cheaper5 min read·Jun 3, 2020--2--2
David HurleyinTowards Data ScienceBuilding a Dynamic Weather Download AppHistorical Canadian weather data made easy using Python, Dash, and AWS9 min read·Jun 1, 2020----
David HurleyinTowards Data ScienceFlattening Traffic CongestionAn analysis of how COVID-19 has changed our driving patterns11 min read·Apr 16, 2020----