Maria PattersoninTowards Data ScienceCreate a Custom Model Card with Google’s Model Card ToolkitHow to add your own fields to the Tensorflow Model Card Toolkit schema for autogenerating custom machine learning model documentation·5 min read·Jan 27, 2022----
Maria PattersoninTowards Data ScienceMake a mock “real-time” stream of data with Python and KafkaEverything you need to turn a .csv file of timestamped data into a Kafka stream with Python and Docker·5 min read·Aug 30, 2021----
Maria PattersoninTowards Data ScienceMachine learning model serving for newbies with MLflowA fully-reproducible, Dockerized, step-by-step tutorial for building an API for your sklearn model·5 min read·Jul 11, 2021--2--2
Maria PattersoninHigh AlphaStreaming Data from the Universe with Apache KafkaHow astronomers deploy real-time pipelines to distribute data from the millions of objects detected each night by modern telescopes8 min read·Jun 13, 2019----
Maria PattersoninHigh AlphaData Stream Processing for Newbies with Kafka, KSQL, and PostgresA fully-reproducible, dockerized, step-by-step tutorial for dipping your toes into the data stream.·8 min read·Apr 8, 2019--10--10