Actian Data Platform for Data Scientists: Deploying Machine Learning Models

Actian Data Platform for Data Scientists: Deploying Machine Learning Models

This training provided via this course provides you with an introduction to User Defined Functions (UDF) for deploying your Machine Learning Models into a Platform Warehouse production environment.

rate limit

Code not recognized.

About this course

Course Outcome:
You will understand how to deploy your completed Machine Learning Models by creating User Defined Functions in the Avalanche Cloud Data Warehouse.
Course Style:
The course is provided in a step-by-step fashion to ensure you understand how to create a User Defined Function (UDF) within a Platform Warehouse.
Audience:
For Data Scientists and Data Architects, and similar personas in the organization responsible for business intelligence, analytics, and data visualization.
Prerequisites:
  • No knowledge of the Actian Data Platform is required
  • Some knowledge of the data science workflow is assumed
  • Actian Data Platform login credentials and access to the Warehouse data are assumed to be available to you
Supplementary Resources:

Curriculum32 min

  • Course Objective 1 min
  • Course Admin
  • Prerequisites and Supporting Content 1 min
  • Adding Data Integration IPs to the Platform Warehouse trusted list of IPs 3 min
  • Install the Platform ODBC Data Driver for Windows 7 min
  • Install the Platform ODBC Data Driver for Linux 4 min
  • Install the Platform Data Driver for Apple MAC 5 min
  • Jupyter Notebook: UDF Example Iris Dataset 1 min
  • User Defined Functions
  • User Defined Functions - UDF 6 min
  • SQL UDF Example 2 min
  • Feedback
  • Take Course Survey 1 min

About this course

Course Outcome:
You will understand how to deploy your completed Machine Learning Models by creating User Defined Functions in the Avalanche Cloud Data Warehouse.
Course Style:
The course is provided in a step-by-step fashion to ensure you understand how to create a User Defined Function (UDF) within a Platform Warehouse.
Audience:
For Data Scientists and Data Architects, and similar personas in the organization responsible for business intelligence, analytics, and data visualization.
Prerequisites:
  • No knowledge of the Actian Data Platform is required
  • Some knowledge of the data science workflow is assumed
  • Actian Data Platform login credentials and access to the Warehouse data are assumed to be available to you
Supplementary Resources:

Curriculum32 min

  • Course Objective 1 min
  • Course Admin
  • Prerequisites and Supporting Content 1 min
  • Adding Data Integration IPs to the Platform Warehouse trusted list of IPs 3 min
  • Install the Platform ODBC Data Driver for Windows 7 min
  • Install the Platform ODBC Data Driver for Linux 4 min
  • Install the Platform Data Driver for Apple MAC 5 min
  • Jupyter Notebook: UDF Example Iris Dataset 1 min
  • User Defined Functions
  • User Defined Functions - UDF 6 min
  • SQL UDF Example 2 min
  • Feedback
  • Take Course Survey 1 min