My team, the Data Science Research team at Digital Turbine has been working on a new product — the core component of which was an image classification DL model. When the team jumped into this task, our first thought was “What shall we use as our experiment management tool?” For…

The million dollar question — What are the common use cases for using Unit Testing in a Data Science code pipeline? As you are no doubt aware, the question is not if it is necessary to use unit testing in a DS pipeline, as the answer most definitely is hell yes! But, what to look out for when unit testing? First, What is testing? Testing is defined as a task which…

Ever wondered how to develop a ML on Spark and actually make it production grade? Ever asked yourself how to get a ML model quickly to production without Python’s pickle / without “dumping it”? Meet MLeap! MLeap is a common serialization format and execution engine for machine learning pipelines. It…