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!Apr 21, 2021Apr 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 workflowJul 2, 20202Jul 2, 20202
David HurleyinTowards Data ScienceBulk Downloads in Python FAST ⚡️Leveraging AWS Lambda and Amazon SQS to bulk download external filesJun 15, 2020Jun 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 DataFrameJun 9, 20201Jun 9, 20201
David HurleyinTowards Data ScienceDitch the DatabaseHow to use AWS S3 Select to query smarter and maybe cheaperJun 3, 20202Jun 3, 20202
David HurleyinTowards Data ScienceBuilding a Dynamic Weather Download AppHistorical Canadian weather data made easy using Python, Dash, and AWSJun 1, 2020Jun 1, 2020
David HurleyinTowards Data ScienceFlattening Traffic CongestionAn analysis of how COVID-19 has changed our driving patternsApr 16, 2020Apr 16, 2020