Automation

Learn how to automate workflows with metrics, checks, and scenarios

About this course

 

 Automation is a course to get started using metrics, checks, and scenarios to automate workflows in Dataiku DSS.

It is intended for experienced Dataiku DSS users on the Advanced Designer learning path.

The hands-on lessons work with the same credit card fraud project found in the other Advanced Designer courses. Here, you’ll create metrics, checks, and a scenario to automate rebuilding part of the Flow.

Before each hands-on section, you will have a chance to grasp each new concept by watching short videos. 

 

Learning Objectives

At the end of this course, you will be able to:

1 - Create metrics to monitor the status of objects like datasets and models

2 - Add checks to track the evolution of metrics

3 - Incorporate metrics and checks into scenarios to automate workflows

4 - Understand how code empowers users to customize functionality beyond the built-in metrics, checks, and scenarios

Course Properties

Course Title Automation

Target Audience

Experienced Dataiku DSS users on the Advanced Designer learning path

Access Level

Free / included with registration

Estimated Time for Completion

71 Minutes

Completion Criteria

Pass the course checkpoint with 80% 

Supplemental Materials (Y/N)

NONE

Knowledge Prerequisite(s)

Core Designer knowledge + Variables 101, Flow Views & Actions strongly suggested

Technical Prerequisite(s)

Dataiku DSS - Version above 7.0.0 (FREE EDITION is enough);

Reverse geocoding, Geocoder, Census USA plugins installed on the instance

Course Notes

Screencasts and Hands-On lessons use Dataiku DSS 8.0

Begin by watching the course overview video!

Curriculum71 min

  • Course Introduction: Automation
  • Preview
    Course Introduction: Automation 1 min
  • What You'll Need
  • Metrics & Checks
  • Concept: Metrics & Checks 7 min
  • Hands-On: Metrics & Checks 10 min
  • Quiz: Metrics & Checks 3 min
  • Scenarios
  • Concept: Scenarios 12 min
  • Hands-On: Scenarios 10 min
  • Quiz: Scenarios 3 min
  • Custom Metrics, Checks & Scenarios
  • Concept: Custom Metrics, Checks & Scenarios 5 min
  • Hands-On: Custom Metrics, Checks & Scenarios 10 min
  • Quiz: Custom Metrics, Checks & Scenarios 3 min
  • Wrap Up
  • Course Checkpoint: Automation 3 min
  • Tell Us What You Think: Automation 1 min
  • Course Complete: Automation 1 min

About this course

 

 Automation is a course to get started using metrics, checks, and scenarios to automate workflows in Dataiku DSS.

It is intended for experienced Dataiku DSS users on the Advanced Designer learning path.

The hands-on lessons work with the same credit card fraud project found in the other Advanced Designer courses. Here, you’ll create metrics, checks, and a scenario to automate rebuilding part of the Flow.

Before each hands-on section, you will have a chance to grasp each new concept by watching short videos. 

 

Learning Objectives

At the end of this course, you will be able to:

1 - Create metrics to monitor the status of objects like datasets and models

2 - Add checks to track the evolution of metrics

3 - Incorporate metrics and checks into scenarios to automate workflows

4 - Understand how code empowers users to customize functionality beyond the built-in metrics, checks, and scenarios

Course Properties

Course Title Automation

Target Audience

Experienced Dataiku DSS users on the Advanced Designer learning path

Access Level

Free / included with registration

Estimated Time for Completion

71 Minutes

Completion Criteria

Pass the course checkpoint with 80% 

Supplemental Materials (Y/N)

NONE

Knowledge Prerequisite(s)

Core Designer knowledge + Variables 101, Flow Views & Actions strongly suggested

Technical Prerequisite(s)

Dataiku DSS - Version above 7.0.0 (FREE EDITION is enough);

Reverse geocoding, Geocoder, Census USA plugins installed on the instance

Course Notes

Screencasts and Hands-On lessons use Dataiku DSS 8.0

Begin by watching the course overview video!

Curriculum71 min

  • Course Introduction: Automation
  • Preview
    Course Introduction: Automation 1 min
  • What You'll Need
  • Metrics & Checks
  • Concept: Metrics & Checks 7 min
  • Hands-On: Metrics & Checks 10 min
  • Quiz: Metrics & Checks 3 min
  • Scenarios
  • Concept: Scenarios 12 min
  • Hands-On: Scenarios 10 min
  • Quiz: Scenarios 3 min
  • Custom Metrics, Checks & Scenarios
  • Concept: Custom Metrics, Checks & Scenarios 5 min
  • Hands-On: Custom Metrics, Checks & Scenarios 10 min
  • Quiz: Custom Metrics, Checks & Scenarios 3 min
  • Wrap Up
  • Course Checkpoint: Automation 3 min
  • Tell Us What You Think: Automation 1 min
  • Course Complete: Automation 1 min