Domino 201 - Advanced Features v5.6

Domino 201 - Advanced Features v5.6

A Deeper Dive into Domino | v5.6

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About this course

This course will cover some of our more advanced features to make your data science work more efficient. 

What you'll learn:

  • Overview of Compute Environments and how to share them.
  • How to configure IntelliSize for Durable Workspaces and its benefits.
  • How to securely add credentials to your code using environmental variables.
  • Using Domino programmatically with the command line interface or our APIs
  • Setting up ephemeral distributed computing clusters.
  • Using Snowflake as a data source for Model monitoring.
  • Using advanced authentication for data sources.

Curriculum50 min

  • Welcome to Domino 201
  • Overview
  • Compute Environments - Getting the Tools You Need
  • Accessing Tools in Domino 1 min
  • Domino Base Images 1 min
  • Customizing Compute Environments 4 min
  • Custom Images in Domino Environments 2 min
  • Knowledge Check - Compute Environments 3 min
  • Environment Revisioning
  • Environment Revisioning
  • Environment Revisioning Options
  • Workspaces & Environment Revisioning
  • Environment Revisioning: Compute
  • Knowledge Check - Environment Revisioning
  • IntelliSize for Durable Workspaces
  • IntelliSize for Durable Workspaces
  • Durable Workspaces – Enhanced with Intellisize
  • Automatic Workspace Deletion
  • Project Settings
  • Knowledge Check - IntelliSize for Durable Workspaces
  • Storing Credentials in Domino
  • Types of Credentials in Domino 1 min
  • Environment Variables 3 min
  • Knowledge Check - Credentials 3 min
  • Working with Domino Programmatically
  • Overview of the API and CLI 1 min
  • The Command Line Interface (CLI) 2 min
  • The Domino API 3 min
  • Knowledge Check - Using Domino Programmatically 3 min
  • Domino On-Demand Compute Clusters
  • On-Demand Cluster Overview 1 min
  • Cluster Auto-Scaling 2 min
  • Spark On-Demand 5 min
  • Ray On-Demand 3 min
  • Dask On-Demand 2 min
  • On-Demand Compute Cluster Environments 4 min
  • Working with Data in On-Demand Compute Clusters 1 min
  • On-Demand Compute Clusters in Domino Jobs 1 min
  • Knowledge Check - On-Demand Compute Clusters 4 min
  • Snowflake as a Data Source for Model Monitoring
  • Monitor Snowflake Models
  • Advanced Authentication for Data Sources
  • Advanced Data Source Authentication
  • Configuration
  • Creating a Snowflake Data Source
  • Knowledge Check
  • Next Steps
  • Resources
  • Survey

About this course

This course will cover some of our more advanced features to make your data science work more efficient. 

What you'll learn:

  • Overview of Compute Environments and how to share them.
  • How to configure IntelliSize for Durable Workspaces and its benefits.
  • How to securely add credentials to your code using environmental variables.
  • Using Domino programmatically with the command line interface or our APIs
  • Setting up ephemeral distributed computing clusters.
  • Using Snowflake as a data source for Model monitoring.
  • Using advanced authentication for data sources.

Curriculum50 min

  • Welcome to Domino 201
  • Overview
  • Compute Environments - Getting the Tools You Need
  • Accessing Tools in Domino 1 min
  • Domino Base Images 1 min
  • Customizing Compute Environments 4 min
  • Custom Images in Domino Environments 2 min
  • Knowledge Check - Compute Environments 3 min
  • Environment Revisioning
  • Environment Revisioning
  • Environment Revisioning Options
  • Workspaces & Environment Revisioning
  • Environment Revisioning: Compute
  • Knowledge Check - Environment Revisioning
  • IntelliSize for Durable Workspaces
  • IntelliSize for Durable Workspaces
  • Durable Workspaces – Enhanced with Intellisize
  • Automatic Workspace Deletion
  • Project Settings
  • Knowledge Check - IntelliSize for Durable Workspaces
  • Storing Credentials in Domino
  • Types of Credentials in Domino 1 min
  • Environment Variables 3 min
  • Knowledge Check - Credentials 3 min
  • Working with Domino Programmatically
  • Overview of the API and CLI 1 min
  • The Command Line Interface (CLI) 2 min
  • The Domino API 3 min
  • Knowledge Check - Using Domino Programmatically 3 min
  • Domino On-Demand Compute Clusters
  • On-Demand Cluster Overview 1 min
  • Cluster Auto-Scaling 2 min
  • Spark On-Demand 5 min
  • Ray On-Demand 3 min
  • Dask On-Demand 2 min
  • On-Demand Compute Cluster Environments 4 min
  • Working with Data in On-Demand Compute Clusters 1 min
  • On-Demand Compute Clusters in Domino Jobs 1 min
  • Knowledge Check - On-Demand Compute Clusters 4 min
  • Snowflake as a Data Source for Model Monitoring
  • Monitor Snowflake Models
  • Advanced Authentication for Data Sources
  • Advanced Data Source Authentication
  • Configuration
  • Creating a Snowflake Data Source
  • Knowledge Check
  • Next Steps
  • Resources
  • Survey