Dataiku DSS - Project Walkthrough

Tour the AI lifecycle through a DSS project

About this course

The Project Walkthrough course is designed to show the AI lifecycle through its use in developing a DSS project.


The course includes short video lessons and text summaries to explain the relevant concepts.

 

 

Learning Objectives

At the end of the course, you'll have a better understanding of the DSS features that support the AI lifecycle, such as:

1 - Connections, charts, and recipes to Discover your data,

2 - Machine learning tools to Experiment with rapidly building and comparing models

3 - Management of models to Deploy as API services for real-time scoring. 

4 - Scenarios, metrics, and checks to Orchestrate your pipeline and keep your project up-to-date in production.

 

Course Properties

Course Title Project Walkthrough

Target Audience

Everyone

Access Level

Free / included with registration

Estimated Time for Completion

64 Minutes

Completion Criteria

Pass all the quizzes with 80%

Supplemental Materials (Y/N)

NONE

Knowledge Prerequisite(s)

NONE

Technical Prerequisite(s)

NONE

Curriculum53 min

  • The NY Taxi Project through the AI Lifecycle 1 min

    The NY Taxi Project through the AI Lifecycle

  • Discover: Data Acquisition
  • Data Acquisition (video) 3 min

    Data Acquisition (video)

  • Data Acquisition (text summary) 3 min

    Data Acquisition (text summary)

  • Discover: Data Exploration
  • Data Exploration (video) 4 min

    Data Exploration (video)

  • Data Exploration (text summary) 3 min

    Data Exploration (text summary)

  • Discover: Data Preparation
  • Data Preparation (video) 3 min

    Data Preparation (video)

  • Data Preparation (text summary) 4 min

    Data Preparation (text summary)

  • Experiment
  • Experiment (video) 3 min

    Experiment (video)

  • Experiment (text summary) 3 min

    Experiment (text summary)

  • Deploy
  • Deploy (video) 6 min

    Deploy (video)

  • Deploy (text summary) 2 min

    Deploy (text summary)

  • Orchestrate
  • Orchestrate (video) 6 min

    Orchestrate (video)

  • Orchestrate (text summary) 6 min

    Orchestrate (text summary)

  • Wrap-Up
  • Tell Us What You Think: Dataiku DSS Project Walkthrough 1 min

    Tell Us What You Think

  • Course Complete: Dataiku DSS Project Walkthrough 1 min

    Course Complete

About this course

The Project Walkthrough course is designed to show the AI lifecycle through its use in developing a DSS project.


The course includes short video lessons and text summaries to explain the relevant concepts.

 

 

Learning Objectives

At the end of the course, you'll have a better understanding of the DSS features that support the AI lifecycle, such as:

1 - Connections, charts, and recipes to Discover your data,

2 - Machine learning tools to Experiment with rapidly building and comparing models

3 - Management of models to Deploy as API services for real-time scoring. 

4 - Scenarios, metrics, and checks to Orchestrate your pipeline and keep your project up-to-date in production.

 

Course Properties

Course Title Project Walkthrough

Target Audience

Everyone

Access Level

Free / included with registration

Estimated Time for Completion

64 Minutes

Completion Criteria

Pass all the quizzes with 80%

Supplemental Materials (Y/N)

NONE

Knowledge Prerequisite(s)

NONE

Technical Prerequisite(s)

NONE

Curriculum53 min

  • The NY Taxi Project through the AI Lifecycle 1 min

    The NY Taxi Project through the AI Lifecycle

  • Discover: Data Acquisition
  • Data Acquisition (video) 3 min

    Data Acquisition (video)

  • Data Acquisition (text summary) 3 min

    Data Acquisition (text summary)

  • Discover: Data Exploration
  • Data Exploration (video) 4 min

    Data Exploration (video)

  • Data Exploration (text summary) 3 min

    Data Exploration (text summary)

  • Discover: Data Preparation
  • Data Preparation (video) 3 min

    Data Preparation (video)

  • Data Preparation (text summary) 4 min

    Data Preparation (text summary)

  • Experiment
  • Experiment (video) 3 min

    Experiment (video)

  • Experiment (text summary) 3 min

    Experiment (text summary)

  • Deploy
  • Deploy (video) 6 min

    Deploy (video)

  • Deploy (text summary) 2 min

    Deploy (text summary)

  • Orchestrate
  • Orchestrate (video) 6 min

    Orchestrate (video)

  • Orchestrate (text summary) 6 min

    Orchestrate (text summary)

  • Wrap-Up
  • Tell Us What You Think: Dataiku DSS Project Walkthrough 1 min

    Tell Us What You Think

  • Course Complete: Dataiku DSS Project Walkthrough 1 min

    Course Complete