Bridging the Chasm Between Research and Software Development – A Story From a Fertility App
You need to be signed in to add a collection
In this talk I will explain how and why there is a discrepancy between the code being developed by scientists and by software developers. I will take you on a journey of how we bridged some of these differences in a project that I have been working on. In particular I will introduce the python framework mlflow and explain how this is a useful and easy to use tool for managing the lifecycle of machine learning code. Keywords: Medical wearable, neural networks, microservices, python, mlflow
Transcript
In this talk I will explain how and why there is a discrepancy between the code being developed by scientists and by software developers. I will take you on a journey of how we bridged some of these differences in a project that I have been working on. In particular I will introduce the python framework mlflow and explain how this is a useful and easy to use tool for managing the lifecycle of machine learning code.
Keywords: Medical wearable, neural networks, microservices, python, mlflow
About the speakers
Data scientist, software developer, and agile practitioner