Introduction In previous posts we have already explored several ways to bring your machine learning models into production (serverless with Algorithmia, or using FastAPI). Each approach has its advantages and…
Motivation Finally! You have gathered all your data, cleaned and preprocessed it, fitted a model and the results on the test data fulfill the requirements... Now what? Depending on your…
Motivation If you work as software engineer you most likely use version control systems for your code like git, commit to different branches of your project for different features and…
tl;dr: This series provides a comprehensive overview of how to operationalize your work as a data scientist. The structure is based on different scenarios to provide you a guide according…