Building Your Data Science Toolkit
Ubuntu, renowned for its open source foundation, stability, and extensive software ecosystem, has long been the preferred platform for data scientists. Canonical, the driving force behind Ubuntu, elevates this experience with Data Science Stack (DSS) – a meticulously curated collection of tools designed to streamline the entire data science workflow. This chapter delves deep into how Canonical’s DSS empowers you to effortlessly develop, train, and deploy machine learning models, unlocking new levels of efficiency and productivity.
In this chapter, we will cover the following topics:
- The components of Data Science Stack
- The importance of reproducibility
- Getting started through model deployment