Data Science Leaders

Introduction to Domino

Course summary: Get a high-level overview of some of the main features in Domino and how they can be applied to solve common problems for data scientists, data science leaders, and the IT teams that support their efforts.

Duration: 1 hour

What you’ll learn:

• Using Domino to speed up the development of your model by accessing the newest tools and more compute power
• How to develop a model in Domino and create a schedule report
• Using Domino for collaboration and sharing work
• How to easily monitor progress and track usage and cost

Domino for Practitioners

Course summary: Learn about the full data science lifecycle within Domino. Learn how to connect to data sources and integrate with git, work with large data, and develop your model in an interactive environment with easy access to the tools you prefer. Then deploy the model using a model API, scheduled reports, and an interactive dashboard. Lastly, learn how to work with Domino programmatically.

Duration: Half-day

What you’ll learn:

• Collaboration, reproducibility, and tracking work in Domino
• How to create interactive dashboards, model APIs, and self-service web forms in Domino
• Using Domino datasets to work with large data
• Git integration and connecting to data sources
• Setting up environments to get access to the newest tools
• Using Domino programmatically through the API and command line interface

Administration in Domino

Course summary: Learn how to effectively manage both the Kubernetes cluster that runs Domino and the Domino platform to enable your team to do their best work. This course covers optimizing Domino to balance cost savings while ensuring optimal performance for your data scientists. You’ll also pick up tips on troubleshooting, configuration, and managing resources.

Duration: Half-day

What you’ll learn:

• Manage the compute grid cluster and resources
• Monitor logs and other metrics of performance
• Set up access and configure Domino
• Manage cost and data connections
• Troubleshoot user issues

Best Practices for Organization Owners

Course summary: Learn how team leaders can create an organization in Domino to effectively manage their team’s access to the tools they need, speed up progress, and establish a workflow for production.

Duration: 30 minutes

What you’ll learn:

• How to easily monitor your team’s progress and see when they are blocked
• Ensure employees have access to the most up-to-date tools
• Create best practices around assets used in production
• Speed up experiments with access to large machines while monitoring cost