MLOps Technical Sales Workshop

This workshop covers MLOps in breadth and depth, with content appropriate for both brand-new learners and experienced practitioners.

After completing these labs in a workshop session, you'll be able to earn the MLOps and Trustworthy AI Technical Sales Intermediate based on a quiz about this workshop.

Prerequisites

IBM id
IBM Cloud account
IBM Cloud Pak for Data
Currently, the workshops require additional content which introduces them in an in-person workshop setting and provides configuration detail that's not found directly in the repo. This content may be added at a later date.

Module 100: Getting Started: Prepare for the rest of the technical lab with a walkthrough on setting up your IBM Cloud account and provisioning the required resources.
Module 101: Accessing data: Connect various data sources to your instance of Watson Assistant.
Module 102: Augmenting open-source tools: Develop two models using Jupyter Notebooks and open-source libraries. See how the added functionality of Watson Studio can simplify, automate, and improve the daily workflow for model developers.
Module 103: No-code and low-code solutions: Use SPSS Modeler flow and Auto AI to transform data and build models.
Module 104: Deploying models and functions: See what is required to deploy models, explore FactSheets, and see how you can deploy Python functions.
Module 105: Validating and monitoring models: See how models can be validated and monitored in production.