PinnedStefan KrawczykinTowards Data ScienceSimplify Airflow DAG Creation and Maintenance with Hamilton in 8 minutesHow Hamilton can help you write more maintainable Airflow DAGs8 min read·Jul 5, 2023----
PinnedStefan KrawczykinTowards Data ScienceTidy Production Pandas with Hamilton“Tidy”, “Pandas”, & “Production” are not words that one would associate together. Read how Hamilton enables their confluence.9 min read·Jul 26, 2022----
PinnedStefan KrawczykinTowards Data ScienceFunctions & DAGs: introducing Hamilton, a microframework for dataframe generation (& more)Creating pandasdataframes is easy, but managing the codebase can be hard. Introduction Hamilton, a micro-framework for dataframe…18 min read·Mar 9, 2022--1--1
Stefan KrawczykinTowards Data ScienceBuilding an Email Assistant Application with BurrA tutorial to demonstrate how to use Burr, using simple OpenAI client calls to GPT4, and FastAPI to create a custom email assistant agent.12 min read·Apr 25, 2024--2--2
Stefan KrawczykinTowards Data ScienceUsing IPython Jupyter Magic Commands to Improve the Notebook ExperienceA post on creating a custom IPython Jupyter Magic command12 min read·Feb 19, 2024--4--4
Stefan KrawczykWinning over hearts and minds at work: ADKAR my favorite change management approachA post on five simple steps to help you affect change in your data organization, using the adoption of Hamilton as an example.12 min read·Dec 27, 2023----
Stefan KrawczykinTowards Data ScienceLLMOps: Production prompt engineering patterns with HamiltonAn overview of the production grade ways to iterate on prompts with Hamilton.13 min read·Sep 13, 2023----
Stefan KrawczykFeature Engineering: write a feature once*, run it everywhereHow to utilize Hamilton for sharing feature definitions between many different contexts.12 min read·Sep 13, 2023----
Stefan KrawczykFeaturization: Integrating Hamilton with FeastLearn how Hamilton can add value to your Feast feature store efforts.13 min read·Aug 29, 2023----
Stefan KrawczykSimplify Prefect Workflow Creation and Maintenance with Hamilton in 9 minutesHow Hamilton can help you write more maintainable Prefect workflows9 min read·Aug 1, 2023----
