{"@id":"https://credentialengineregistry.org/resources/ce-861959c3-de23-4515-b837-e17a28257e05","@type":"ceterms:MicroCredential","@context":"https://credreg.net/ctdl/schema/context/json","ceterms:ctid":"ce-861959c3-de23-4515-b837-e17a28257e05","ceterms:name":{"en-US":"Microsoft Applied Skills: Implement a data science and machine learning solution with Microsoft Fabric"},"ceterms:ownedBy":["https://credentialengineregistry.org/resources/ce-8f1a526b-3e18-4a4e-829f-05b85197772c"],"ceterms:requires":[{"@type":"ceterms:ConditionProfile","ceterms:name":{"en-US":"Requirements to earn this Microsoft Applied Skills credential:"},"ceterms:description":{"en-US":"Pass Assessment"},"ceterms:targetAssessment":["https://credentialengineregistry.org/resources/ce-8e5e0336-b56a-4b09-9a0f-7f80edf7b425"],"ceterms:targetCompetency":[{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credentialengineregistry.org/resources/ce-45f3954b-d09a-45d3-918d-14f9809a4520","ceterms:targetNode":"https://credentialengineregistry.org/resources/ce-77981f41-35fa-4c82-9f71-5e08f009843f","ceterms:frameworkName":{"en-US":"Microsoft Skills Measured"},"ceterms:targetNodeName":{"en-US":"Ingest and load data"}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credentialengineregistry.org/resources/ce-45f3954b-d09a-45d3-918d-14f9809a4520","ceterms:targetNode":"https://credentialengineregistry.org/resources/ce-93ef63d4-ef03-487a-ae17-366f95098e09","ceterms:frameworkName":{"en-US":"Microsoft Skills Measured"},"ceterms:targetNodeName":{"en-US":"Explore data in a notebook"}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credentialengineregistry.org/resources/ce-45f3954b-d09a-45d3-918d-14f9809a4520","ceterms:targetNode":"https://credentialengineregistry.org/resources/ce-32ebcc8e-ef18-4296-b827-2b4a2bdf640d","ceterms:frameworkName":{"en-US":"Microsoft Skills Measured"},"ceterms:targetNodeName":{"en-US":"Prepare and transform data"}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credentialengineregistry.org/resources/ce-45f3954b-d09a-45d3-918d-14f9809a4520","ceterms:targetNode":"https://credentialengineregistry.org/resources/ce-384b4ebc-0b5c-4cf3-9a8c-b6f43788b8f3","ceterms:frameworkName":{"en-US":"Microsoft Skills Measured"},"ceterms:targetNodeName":{"en-US":"Train and evaluate a model"}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credentialengineregistry.org/resources/ce-45f3954b-d09a-45d3-918d-14f9809a4520","ceterms:targetNode":"https://credentialengineregistry.org/resources/ce-b328695a-af69-453d-8e13-64ebd2f0f9dd","ceterms:frameworkName":{"en-US":"Microsoft Skills Measured"},"ceterms:targetNodeName":{"en-US":"Track models and experiments"}},{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credentialengineregistry.org/resources/ce-45f3954b-d09a-45d3-918d-14f9809a4520","ceterms:targetNode":"https://credentialengineregistry.org/resources/ce-1e406b11-c51c-4af1-b118-51eed52dde0b","ceterms:frameworkName":{"en-US":"Microsoft Skills Measured"},"ceterms:targetNodeName":{"en-US":"Generate predictions from a model"}}]}],"ceterms:inLanguage":["en"],"ceterms:description":{"en-US":"To earn this Microsoft Applied Skills credential, learners demonstrate the ability to implement a data science solution by using Microsoft Fabric, including:\n\n- Ingesting, loading, exploring, and preparing data\n- Training, tracking, and scoring a model\n\nCandidates for this credential should be familiar with data science and AI fundamentals, in addition to open-source frameworks, such as scikit-learn and SynapseML. They should also have experience with: Python, MLflow, Synapse Data Science in Microsoft Fabric"},"ceterms:subjectWebpage":"https://learn.microsoft.com/en-us/credentials/applied-skills/implement-a-data-science-and-machine-learning-solution-with-microsoft-fabric/","ceterms:credentialStatusType":{"@type":"ceterms:CredentialAlignmentObject","ceterms:framework":"https://credreg.net/ctdl/terms/CredentialStatus","ceterms:targetNode":"credentialStat:Deprecated","ceterms:frameworkName":{"en-US":"Credential Status"},"ceterms:targetNodeName":{"en-US":"Deprecated"},"ceterms:targetNodeDescription":{"en-US":"Awards of the credential have ceased."}}}