IBM watsonx.governance: Govern Predictive AI Models

IBM Training for IBM watsonx.governance: Govern Predictive AI Models

Skill Level: Intermediate

Modality: CR – Classroom based Training or ILO – Instructor Led Online Class

Duration: 1 Day/s

Starting Price: $ – Contact

Overview:

In this course, the learner is guided through a realistic scenario of governing the predictive models of a data science project during their lifecycle.

In this course, the learner is guided through a realistic scenario of governing the predictive models of a data science project during their lifecycle. The project focuses on creating machine learning models that can be used for mortgage loan approvals, where decisions highly influence both individuals and organizations. The narrative is driven by Anna Parker Sr. Product manager of a financial institution in charge of mortgage approval and Sr Data Scientist, Sara Man that guides the learner who assumes the persona of a Jr. Data Scientist, Leo Meep through the usage of IBM watsonx.governance to detect bias and monitor their deployed machine learning models for drift in their selected metrics.The course educates the learner in IBM’s fundamental pillars of trustworthy AI such as explainability, fairness, and transparency and guides the learner through hands-on exercises using the graphical user interface, in creating machine learning models, tracking the model lineage, enriching the model with metadata previously known as AI Factsheets, and exploring the fundamental pillars of trustworthy AI using watsonx.governance. The learner deploys and monitors the model for drift using the graphical user interface of Watson OpenScale.

Cyber Retaliator Solutions

CRS is the Top Global Training Provider for some of the world’s biggest brands.
Authorized Training delivered to you by the global leader in IBM Training.

Request a Quote

Target Audience:

Data Analysts, Data Scientists, Business Analysts, and Researchers

Prerequisites: The learner prerequisite skills and knowledge include:. Experience working in a browser. Working knowledge of electronic mail including basic mail, calendar, and address book tasks. Some experience using word processing, presentation, and spreadsheet programs. Experience working in browser.. Basic knowledge of machine learning and data science.. Familiarity with IBM watsonx products would be helpful. Basic knowledge of the data science process. Basic knowledge of Jupyter Notebooks, APIs, SDKs and Python.

Topic: Introduction. Module 1: Create a predictive model. Module 2: Deploy a predictive model. Module 3: Evaluate a predictive model. Epilogue

IBM Training

Objective: After completing this course, the learner will be able to:. Define the terms governance, bias, fairness, risk, lineage, metadata. Explain the importance of AI governance. Distinguish between data governance vs AI governance. Create an AI use case and associate with an AI model. Build a deployment space and deploy a predictive AI model. Evaluate an AI model for drift, bias and fairness using the Insights dashboard. Choose and configure metrics for an AI model and introduce evaluation data. Examine model transactions for fairness and explainability

Category: Data, Analytics, and AI

Product Name:

IBM watsonx.governance

Badge and Certification Info:

Badge Title: IBM watsonx.governance: Govern Predictive AI Models – Code: W7L172G

Badge ID: c1f95338-36e5-42ea-b2ba-5239cf761c87

Brand: Cloud Pak for Data

IBM Training is available now.

Cyber Retaliator Solutions (CRS) is a Cyber Security Value Added Channel Distributor, Authorized IBM Training Delivery Partner, Red Hat and SUSE Training Partner, CompTIA Delivery Partner operating throughout the Globe. Our Head Office is in Centurion South Africa, with IBM Training Centers in Centurion, Midrand, Sandton, Cape Town, California CA, Florida FL, New York NY, Washington DC, Georgia GA, Texas TX.

CRS is the Top Global Training Provider for some of the world’s biggest brands.

Authorized Training delivered to you by the global leader in IBM Training.

Select courses in:

IBM Cloud

DataPower

IBM Automation

IBM Rational

Watson

IBM Tivoli

IBM Systems

Cognos

IBM Storage

Mainframe

IBM Security

System Z

IBM Industry

IBM Asset Management

Websphere

IBM Data and AI

Get the Best IBM Training from CRS. As an IBM Training Provider, we have partnered with IBM through Arrow ECS to deliver training that covers the full portfolio of IBM systems and software.

Authorized IBM Training

RedHat Training

SUSE Training

Agile SAFe Training

Cyber Awareness Training

Cyber Security