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IBM Data and AI Learning Product Skills Validation Digital Badge Program

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IBM watsonx.ai

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IBM watsonx.ai Technical Essentials

The successful badge earner can describe the IBM watsonx platform and distinguish between watsonx.ai, watsonx.data and watsonx.governance. The badge earner also has a basic understanding of foundation models and generative AI and can construct effective prompts in the Prompt Lab.

SKILLS:

Foundation Model, Generative AI, Large Language Model, Prompt Engineering, watsonx, watsonx.ai, watsonx.data, watsonx.governance

WHAT IT TAKES TO EARN THIS BADGE:

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watsonx.ai with RAG and LangChain

This badge earner has demonstrated they can solve RAG and other use cases, by using the tools and frameworks available in watsonx.ai, such as prompt engineering, prompt tuning and LangChain.

SKILLS:

AI, LangChain, Prompt Engineering, Prompt Tuning, RAG, watsonx, watsonx.ai

WHAT IT TAKES TO EARN THIS BADGE:

IBM watsonx.data

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IBM watsonx.data Technical Essentials

This badge earner can discuss data’s place in the world of analytics, machine learning, and generative AI. They can describe the limitations of data warehouses and data lakes and the benefits of an open data lakehouse architecture. The badge earner can describe the benefits, value, and use cases for watsonx.data and can explain the common components of lakehouses and of watsonx.data.

SKILLS:

AI, Data Lake, Data Lakehouse, Data Warehouse, Generative AI, Hybrid Cloud, Iceberg, Open Source, Presto, Spark, Vector Embedding, watsonx, watsonx.data

WHAT IT TAKES TO EARN THIS BADGE:

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IBM watsonx.data on IBM Cloud Pak for Data 4.8

This badge earner has gained more experience with IBM watsonx.data on IBM Cloud Pak for Data 4.8. They have developed knowledge in areas such as infrastructure management, data management, and running SQL statements. The earner has demonstrated skills in ingesting data, creating schemas, running queries that combines data from multiple data sources, and rolling back a table to a previous point in time.

SKILLS:

Cloud Pak for Data, Command Line Interface (CLI), Data Engineer, Presto, SQL, watsonx.data

WHAT IT TAKES TO EARN THIS BADGE:

IBM watsonx.governance

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IBM watsonx.governance: Govern Predictive AI Models

This badge earner can work with watsonx.governance to develop a predictive machine learning model from data, track its lifecycle from development to production in an AI use case, capture its details in Factsheets, and evaluate for fairness using Watson OpenScale.

SKILLS:

AI, Factsheets, Governance, Watson OpenScale, watsonx, watsonx.governance

WHAT IT TAKES TO EARN THIS BADGE:

IBM watsonx Assistant

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IBM watsonx Assistant: Build an AI Assistant

The successful badge earner completed this intermediate level course and can demonstrate understanding of the core concepts and skills required for designing, building, and deploying AI Assistants. The earner can create watsonx Assistant services, instances, actions and steps. The earner can handle state using a variety of variables, upload existing instances, copy actions between instances, and pass control between actions

SKILLS:

AI Assistants, Chatbot, Intelligent Virtual Agents

WHAT IT TAKES TO EARN THIS BADGE:

IBM watsonx Code Assistant

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watsonx Code Assistant for Red Hat Ansible Lightspeed Generative AI

The badge earner demonstrates understanding of the core concepts and skills required to leverage IBM watsonx Code Assistant's (WCA) generative AI code recommendations for automating cloud-based and infrastructure-based automation tasks. This includes using natural language prompts to generate valid Ansible Playbook code, as well as applying WCA's model tuning capabilities to tailor content and code recommendations to an organization's standards.

SKILLS:

Anisible Automation Platform, Consultant, Developer, Generative AI, Red Hat Ansible, Red Hat Ansible Lightspeed, watsonx Code Assistant

WHAT IT TAKES TO EARN THIS BADGE:

IBM watsonx Orchestrate

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IBM watsonx Orchestrate: Getting Started with Automation Builder

The badge earner has learned the skills needed to create an automation on IBM watsonx Orchestrate to streamline a Human Resources (HR) process involving a candidate's salary range.

SKILLS:

Automation Builder, Consultants, IBM watsonx Orchestrate, Support, Technical Sales

WHAT IT TAKES TO EARN THIS BADGE:

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IBM watsonx Orchestrate Build an AI Assistant

The badge earner has learned the skills needed to build and launch an intelligent virtual assistant with watsonx Orchestrate Assistant builder. The earner understands the process of planning and building a virtual assistant including creating basic and advanced conversational flows that fulfill end-user's requests, leveraging out-of-the-box artificial intelligence features, and tying into analytics dashboards for monitoring and troubleshooting.

SKILLS:

AI Assistant, Assistant Builder, Business Users, Virtual Assistant, watsonx Orchestrate

WHAT IT TAKES TO EARN THIS BADGE:

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