Jeff FletcherinTowards Data ScienceMachine Learning Orchestration vs MLOpsThere is a saying that I’ve heard from the ML engineers that I’ve worked with that “most of machine learning operations (MLOps) is just…5 min read·Jun 5, 2023----
Jeff FletcherinApache AirflowHow to Best Use DuckDB with Apache AirflowDuckDB has been making waves in the data market as a robust and fast OLAP database. It’s a replacement for SQLite for analytics heavy…10 min read·Apr 14, 2023--3--3
Jeff FletcherinApache Airflow8 Things I Wish I Knew About Airflow Before I Started Orchestrating Machine Learning WorkflowsApache Airflow is a ubiquitous tool used for orchestrating data pipelines and workflows in many organizations. Its rich ecosystem of…5 min read·Apr 11, 2023--1--1
Jeff FletcherinApache AirflowPassing Data Between Tasks with the KubernetesPodOperator in Apache AirflowTL;DR: Use the @task.kubernetes decorator!8 min read·Mar 21, 2023--1--1
Jeff FletcherinDev GeniusSentiment Analysis of the Simpson with Apache SparkOr, who is the happiest Simpsons Character?9 min read·Mar 17, 2023----
Jeff FletcherAdding Tables to Medium StoriesI’ve been looking for a good way to add tables to a Medium story for a while. There are a couple of options I found while searching for…1 min read·Oct 13, 2020----
Jeff FletcherMaking Better Business Decisions with Machine LearningA version of this originally appeared on cloudera.com10 min read·Mar 19, 2020----
Jeff FletcherPutting Machine Learning Models into ProductionA version of this originally appeared on cloudera.com11 min read·Jun 17, 2019----
Jeff FletcherD3 v4 in Jupyter NotebooksI have recently started doing some data visualization work with Jupyter Notebooks. The specific requirement has been getting data from…1 min read·Feb 9, 2018----
Jeff FletcherThe Hard Problem of Data Analytics in AfricaOne of the attributes of really good technology is that it hides the complexity of what goes on in the background, while still being…7 min read·Oct 19, 2016----