Getting started with Data Science Stack
DSS provides an integrated environment for deploying and managing machine learning workloads on Ubuntu. This section will guide you through installing, configuring, and launching essential components such as Jupyter Notebook and MLflow to streamline your data science workflows.
Installing DSS
Installing DSS on Ubuntu is remarkably simple:
ken@monster:~$ sudo snap install --classic microk8s
microk8s (1.31/stable) v1.31.5 from Canonical✓ installed
ken@monster:~$ sudo microk8s enable hostpath-storage
ken@monster:~$ sudo microk8s enable dns
ken@monster:~$ sudo microk8s enable rbac
ken@monster:~$ sudo snap install data-science-stack
data-science-stack (1/stable) 0.1-8742e6d3c0a5450c6dbc4ea3788a from Canonical✓ installed
This command installs the DSS snap package, which encapsulates all the necessary components and their dependencies.
Optional configuration
If you have an NVIDIA GPU, you should enable the GPU...
