Why Canonical’s Data Science Stack?
DSS offers a compelling array of advantages for data scientists:
- Simplified setup: It eliminates manually installing and configuring various data science tools and their dependencies. DSS provides a pre-packaged environment with popular libraries and frameworks, allowing you to jumpstart your projects without the hassle of complex setup procedures.
- Optimized performance: DSS is meticulously tuned for optimal performance on Ubuntu, leveraging hardware acceleration (especially for GPUs) and efficient resource management to accelerate your data science workflows. This translates to faster training times, quicker experimentation, and improved efficiency.
- Streamlined workflow: DSS integrates with popular tools such as Jupyter Notebook and MLflow, creating a cohesive environment for experimentation, model tracking, and collaboration. This integration simplifies your workflow and allows you to focus on your data and models...
