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IBM watsonx
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IBM watsonx.ai
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IBM watsonx.ai Technical EssentialsThe 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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IBM watsonx.ai: Rapid Machine Learning Development and Deployment with AutoAIThe badge earner demonstrates the ability to swiftly develop and deploy machine learning models for regression, classification, and time series analysis. Using IBM AutoAI, they can efficiently build and govern machine learning models without the need for coding, all within a unified platform. These capabilities empower organizations to quickly integrate machine learning into their business operations, driving innovation and efficiency. SKILLS: Classification Models, Machine Learning, Model Deployment, Model Development, Regression Models, Time Series Models WHAT IT TAKES TO EARN THIS BADGE:
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watsonx.ai with RAG and LangChainThis 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:
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IBM watsonx.data
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IBM watsonx.data Technical EssentialsThis 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 2.0.2: Modernize Your Data Warehouse and Streamline Data AnalyticsThis badge earner has gained more experience with IBM watsonx.data 2.0.2. 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: Command Line Interface (CLI), Data Analytics, Data Engineer, Preso, SQL, watsonx.data WHAT IT TAKES TO EARN THIS BADGE:
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IBM watsonx.data on IBM Cloud Pak for Data 4.8This 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:
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IBM watsonx.governance
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IBM watsonx.governance: Technical EssentialsThis badge earner can explain the importance of AI Governance, compare the risks of predictive vs generative AI, and outline the solutions IBM products offer to AI Governance. They can also identify the risks that are associated with predictive and generative AI-based projects, and relate EU AI act articles to watsonx.governance capabilities. SKILLS: AI, Factsheets, Governance, Risk, Watson OpenPages, Watson OpenScale, watsonx, watsonx.governance WHAT IT TAKES TO EARN THIS BADGE:
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IBM watsonx.governance: Govern Generative AI ModelsThe successful badge earner completed this intermediate level course and can use IBM watsonx.governance to track a generative AI model through the entire lifecycle, from initial request to development, tuning, validation, and operation. SKILLS: AI, Governance, Machine Learning, watsonx, watsonx.ai, watsonx.governance WHAT IT TAKES TO EARN THIS BADGE:
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IBM watsonx.governance: Govern Predictive AI ModelsThis 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:
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IBM watsonx Assistant
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IBM watsonx Assistant: Build an AI AssistantThe 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:
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IBM watsonx Code Assistant
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watsonx Code Assistant for Red Hat Ansible Lightspeed Generative AIThe 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:
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IBM watsonx Orchestrate
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IBM watsonx Orchestrate: Getting Started with Automation BuilderThe 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 AssistantThe 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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