Vendor resources

Help

• AWS documentation Official AWS docs.
• Regions & AZs Global server locations incl. EU/Frankfurt.
• AWS in Europe EU digital sovereignty.

Governance

• Connect Databricks, Unity Catalog and other lakes Procedure and boundaries with official sources; checked 15 October 2026.
• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• AWS Artifact Download compliance reports.
• IAM best practices Identities and access.
• Well-Architected Security Security pillar.

Learning paths

• AWS Skill Builder Courses and learning paths.
• AWS Workshops Hands-on workshops.

Certifications

• AWS Data Engineer Associate Useful for? Pipeline, lake, and analytics engineering on AWS — cross-link platform series AWS part.
• AWS Certifications (overview) Useful for? Entry into the AWS credential portfolio.

Help

• Azure documentation Official Azure docs.
• Azure geographies Regions incl. Germany West Central.
• EU Data Boundary EU data boundary.

Governance

• Connect Microsoft: Power BI, SQL, ADLS, Fabric and Purview Procedure and boundaries with official sources; checked 15 October 2026.
• Native governance and catalog boundaries Assess existing platform capabilities. Sources checked 15 October 2026.
• Service Trust Portal Compliance reports and audits.
• Azure Policy Guardrails and governance.
• Microsoft Purview Data governance in Azure.

Learning paths

• Microsoft Learn Azure Learning paths for Azure.
• Cloud Adoption Framework Adoption and landing zones.

Certifications

• Azure certifications AZ-900, AZ-104, Security, etc.

Help

• Google Cloud docs Official GCP docs.
• Cloud locations Regions incl. frankfurt/europe-west3.
• Sovereign cloud options Sovereignty options.

Governance

• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Compliance Reports Manager Audit reports.
• IAM overview Identities and permissions.
• Assured Workloads Regulated workloads.

Learning paths

• Google Cloud Skills Boost Labs and learning paths.
• Architecture Center Reference architectures.

Certifications

• Google Cloud certifications Useful for? Cloud credentials including Data Engineer — cross-link platform series GCP part.

Help

• OVHcloud docs Help and documentation.
• Datacenter locations EU locations incl. Germany.
• Public Cloud Public cloud products.

Governance

• Trust center Security and certifications.
• Privacy policy Privacy.

Learning paths

• OVHcloud tutorials Tutorials and guides.

Certifications

• Certification overview Vendor compliance overview.

Help

• Hetzner docs Official documentation.
• Cloud console Cloud products and API.
• Data centers Locations in DE and FI.

Governance

• DPA Contractual basis / DPA.
• Privacy policy Privacy.

Learning paths

• Community tutorials Community guides.

Certifications

• ISO 27001 info Certification information.

Help

• Documentation Official Snowflake docs.
• Getting started First steps and core concepts.
• Dynamic tables Declarative transformations.
• Roles practice lab SQL exercise, study record and matching knowledge checks; reviewed 24 October 2026.
• Loading practice lab SQL exercise, study record and matching knowledge checks; reviewed 24 October 2026.
• Recovery practice lab SQL exercise, study record and matching knowledge checks; reviewed 24 October 2026.

Governance

• Connect Snowflake: establish tables, usage and lineage separately Procedure and boundaries with official sources; checked 15 October 2026.
• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Access control RBAC: roles and grants.
• Column-level security Masking policies.
• Row access policies Row filters.
• Object tagging Tags for classification.

Learning paths

• Snowflake University Learning paths and hands-on labs.
• Quickstarts Guided workshops.
• Hands-on Essentials Essentials onboarding path.
• Snowflake & dbt: step-by-step setup Account, roles, self-hosted dbt or Cloud, tests and handover. Reviewed 26 October 2026.
• Learning path and setup plan Five learning chapters with an adaptable project plan and shared documentation.

Certifications

• Snowflake certifications Useful for? Warehouse roles and SnowPro path — cross-link platform series Snowflake/dbt part.
• SnowPro Core Useful for? Foundation for Snowflake operations and governance context.

Help

• Documentation Workspace, SQL, jobs, and lakehouse.
• Lakeflow Pipelines Declarative pipelines.
• Pipeline expectations DQ expectations in pipelines.

Governance

• Connect Databricks, Unity Catalog and other lakes Procedure and boundaries with official sources; checked 15 October 2026.
• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Unity Catalog Catalogs, privileges, and lineage.
• Manage privileges Grants and ownership.
• Masks & filters Column masking and row filters.
• Tags Tags for classification and policies.

Learning paths

• Databricks Academy Official training and learning paths.
• Free training Free intro courses.
• Lakehouse Fundamentals Lakehouse fundamentals.

Certifications

• Databricks certifications Useful for? Lakehouse roles (engineer/analyst/architect) — cross-link platform series Databricks part.
• Data Engineer Associate Useful for? First credential for pipeline and lakehouse practice.

Help

• BigQuery documentation Official BigQuery docs.
• Quickstart First queries and datasets.
• SQL reference Standard SQL reference.

Governance

• Connect Databricks, Unity Catalog and other lakes Procedure and boundaries with official sources; checked 15 October 2026.
• Native governance and catalog boundaries Assess existing platform capabilities. Sources checked 15 October 2026.
• Column-level security Policy tags and column access.
• Row-level security Row-based access rules.
• Data governance Governance features in BigQuery.

Learning paths

• Google Cloud Skills Boost Learning paths for BigQuery and analytics.
• BigQuery path BigQuery for Data Analysis.

Certifications

• Professional Data Engineer Useful for? Data engineering on GCP/BigQuery — platform series GCP part.
• Data Analyst learning Useful for? Analytics/Looker path alongside the engineer certificate.

Help

• Fabric documentation Lakehouse, warehouse, and pipelines.
• Lakehouse overview Lakehouse concept in Fabric.
• Data warehouse Warehouse SQL and reporting.

Governance

• Connect Microsoft: Power BI, SQL, ADLS, Fabric and Purview Procedure and boundaries with official sources; checked 15 October 2026.
• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Governance in Fabric Governance and Purview integration.
• Workspace roles Role model for workspaces.
• Sensitivity labels Sensitivity labels for items.

Learning paths

• Fabric learning path Microsoft Learn onboarding path.
• Fabric fundamentals Fabric fundamentals module.

Certifications

• Fabric Analytics Engineer (DP-600) Useful for? Semantic models, lakehouse, and governance start in Fabric — see Fabric starting point + learning path cert-fabric.
• Fabric Data Engineer (DP-700) Useful for? Pipelines and engineering focus in Fabric.

Help

• SAP Help Portal Official product documentation.
• SAP Datasphere Business Data Fabric / Datasphere.
• SAP Analytics Cloud SAC reporting and planning.

Governance

• Native governance and catalog boundaries Assess existing platform capabilities. Sources checked 15 October 2026.
• Datasphere governance Spaces, privileges, and data products.
• Spaces & privileges Spaces, privileges, and data access in Datasphere.

Learning paths

• SAP Learning Official learning platform.
• Datasphere learning Learning resources for Datasphere.
• Analytics Cloud learning Learning resources for SAC.

Certifications

• SAP Certification Hub Official SAP certifications.
• BTP Data & Analytics Data & analytics certification paths.

Help

• Purview documentation Data Map, Catalog, and governance.
• Get started First steps Unified Catalog.
• Glossary terms Maintain business terms.

Governance

• Connect Microsoft: Power BI, SQL, ADLS, Fabric and Purview Procedure and boundaries with official sources; checked 15 October 2026.
• Native governance and catalog boundaries Assess existing platform capabilities. Sources checked 15 October 2026.
• Governance overview Governance model.
• Roles & permissions Roles for data governance.
• Classification Classification and SITs.

Learning paths

• Purview learning path Microsoft Learn governance path.
• Purview fundamentals Intro module.

Certifications

• Information Protection Admin Related security/compliance credentials.
• SC-400 overview Information Protection Administrator.

Help

• dbt Developer Hub Entry point for docs, guides, and reference.
• Getting started First steps and project structure.
• Data tests Tests in the DAG.
• Snapshots Type-2 history and snapshots.

Governance

• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Meta config Meta for ownership, PII, and DQ.
• Model contracts Schema contracts and breaking changes.
• Model access Private/protected/public models.
• Exposures Document downstream consumers.

Learning paths

• dbt Learn Free and paid learning paths.
• dbt Fundamentals Intro course for dbt Core/Cloud.
• Best practices guide Recommended project and model patterns.
• Snowflake & dbt: step-by-step setup Account, roles, self-hosted dbt or Cloud, tests and handover. Reviewed 26 October 2026.
• Learning path and setup plan Five learning chapters with an adaptable project plan and shared documentation.

Certifications

• dbt Certification Useful for? Analytics engineering and transform governance — learning path cert-dbt.
• Analytics Engineering Certificate Useful for? Practice path for models, tests, and documentation.

Help

• Set up Fivetran: source, Snowflake and dbt Existing setup chapter covering SaaS, source checks, dbt handover and operating acceptance; expanded 28 October 2026.
• Fivetran documentation Getting started and connectors.
• Connector directory Sources and destinations.
• Transformations dbt transformations with Fivetran.

Governance

• Understand Fivetran and establish a defensible pilot Procedure and boundaries with official sources; checked 15 October 2026.
• Connect Fivetran to OpenMetadata: pipelines, status and lineage Procedure and boundaries with official sources; checked 15 October 2026.
• Fivetran alternatives: cloud, open source and self-operated pipelines Procedure and boundaries with official sources; checked 15 October 2026.
• Security overview Security and compliance.
• Role-based access RBAC in the dashboard.
• Private networking Private links and network paths.

Learning paths

• Fivetran Academy Learning paths and courses.
• Quickstart guides Quickstarts for setup.

Certifications

• Fivetran certification Certification offerings in the Academy.

Help

• Talend Help Center Official Talend help.
• Talend Cloud docs Cloud products and pipelines.
• Data quality DQ and inventory.

Governance

• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Qlik Trust Center Security and compliance (Qlik/Talend).
• Talend administration Management console / admin.

Learning paths

• Qlik Learning (Talend) Learning paths incl. Talend.
• Talend tutorials Getting started guides.

Certifications

• Qlik certification Certifications via Qlik.

Help

• Power BI documentation Desktop, Service, and admin.
• Create reports Reports and visuals.
• DAX guide DAX reference.

Governance

• Connect Microsoft: Power BI, SQL, ADLS, Fabric and Purview Procedure and boundaries with official sources; checked 15 October 2026.
• Admin portal Tenant settings.
• Row-level security RLS in datasets.
• Sensitivity labels Labels for reports/datasets.

Learning paths

• Power BI learning path Microsoft Learn paths.
• Guided learning Guided learning.

Certifications

• Power BI Data Analyst PL-300 certification.
• Fabric Analytics Engineer DP-600 (Fabric/Power BI).

Help

• Qlik Help Sense, Cloud, and scripting.
• Load script Data model and script.
• Qlik Cloud Help Cloud Services documentation.

Governance

• Connect Qlik Cloud and Qlik Sense to OpenMetadata Procedure and boundaries with official sources; checked 15 October 2026.
• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Section Access App authorization and reduction.
• Section statement Section Access vs Application.
• Space permissions Roles in spaces.
• Qlik governance: plan and document a customer project Project forms for requirements, workshops and acceptance with a shared Markdown/HTML export and tenant appendix.
• Create tenant profile & documentation Fillable environment record with spaces, permissions, connections and apps; export Markdown, HTML and JSON.
• Qlik Cloud: Tenant, identities and data operations Four detailed guides with tests and sources checked 23 October 2026.
• Qlik Cloud: PII and application security Four detailed guides with tests and sources checked 23 October 2026.
• Qlik Cloud: Catalog and governance operations Four detailed guides with tests and sources checked 23 October 2026.

Learning paths

• Qlik Continuous Classroom Official learning platform.
• Qlik Help tutorials Video tutorials.

Certifications

• Qlik certification Official certification programs.

Help

• Tableau Help Desktop, Server, and Cloud.
• Get started First visualizations.
• Calculated fields Calculations and LODs.

Governance

• Connect Tableau: see workbooks, worksheets and data sources Procedure and boundaries with official sources; checked 15 October 2026.
• Permissions Permission rules.
• Row-level security Protect data rows.
• Data Catalog Catalog and lineage.

Learning paths

• Tableau Learning Courses and learning paths.
• Trailhead / eLearning eLearning and Trailhead.

Certifications

• Tableau credentials Useful for? BI analyst and desktop credentials — cross-link BI governance series.
• Desktop Specialist Useful for? Entry Desktop Specialist credential.

Help

• Metabase docs Official documentation.
• Installation Self-hosting and setup.
• Questions & dashboards Questions, charts, and dashboards.

Governance

• Permissions Groups and data access.
• Data sandboxing / RLS Row filters and sandboxes.
• Security checklist Operations and hardening.

Learning paths

• Learn Metabase Guides and tutorials.
• Metabase Cloud Managed SaaS option.

Certifications

• Metabase Academy Enablement via Learn content.

Help

• Superset docs Official Apache Superset docs.
• Installing Superset Docker Compose setup.
• Creating charts Charts and dashboards.

Governance

• Security overview Auth, roles, and security.
• Row level security RLS rules.
• Roles & permissions Built-in roles.

Learning paths

• Superset tutorial Create your first dashboard.
• Community resources Community and support channels.

Certifications

• Preset / Superset learning Learning material around Superset.

Help

• Lightdash docs Official product documentation.
• Self-host Self-hosting guide.
• Getting started Setup with a dbt project.

Governance

• Spaces & permissions Spaces and access control.
• User attributes / RLS Attributes for row-level access.
• Security Security notes.

Learning paths

• Guides Metrics, charts, and dashboards.
• dbt integration Connect a dbt project.

Certifications

• Lightdash docs enablement Enablement via official docs.

Help

• Atlan documentation Discovery, lineage, and glossary.
• Discovery Find and understand assets.
• Connectors Connect sources.

Governance

• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Stewardship Stewardship and workflows.
• Automate governance Governance workflows.
• Glossary Business terms.

Learning paths

• Atlan University Onboarding and strategy guides.
• Quick-start Discovery quick-start.

Certifications

• Atlan docs / enablement Enablement via product docs.

Help

• Product Resource Center Official product docs.
• Data Catalog Catalog assets and discovery.

Governance

• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• About stewardship Stewardship roles.
• Catalog workflows Governance workflows.
• Issue roles Data Helpdesk roles.

Learning paths

• Collibra University Training and learning paths.
• Product resources Guides and how-tos.

Certifications

• Collibra certifications Certifications via Collibra University.

Help

• Alation documentation Catalog, search, and connectors.
• Developer portal APIs and integrations.
• Open Connector Framework Connect sources.

Governance

• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Stewardship Policies and stewardship.
• Cataloging data Trust flags and curation.
• Lineage Lineage and impact.

Learning paths

• Alation docs / guides Onboarding via docs.
• Developer guides API learning paths.

Certifications

• Alation enablement Enablement material in docs.

Help

• DataHub docs Setup, features, and APIs.
• Quickstart Local start.
• Metadata ingestion Sources and recipes.

Governance

• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Features overview Domains, glossary, tags.
• Lineage End-to-end lineage.
• Access policies Access policies.

Learning paths

• DataHub docs guides Guides and tutorials.
• Feature guides Feature-oriented learning paths.

Certifications

• Community enablement Community docs as enablement.

Help

• OpenMetadata docs Catalog, discovery, and collaboration.
• Deployment Installation and operations.
• Connectors Warehouse and BI connectors.

Governance

• Connect OpenMetadata: from the first system to verifiable lineage Procedure and boundaries with official sources; checked 15 October 2026.
• Connect Fivetran to OpenMetadata: pipelines, status and lineage Procedure and boundaries with official sources; checked 15 October 2026.
• Governance fit and current comparison Neutral assessment; sources checked 15 October 2026. Verify edition and actual setup before committing.
• Data governance Domains and policies.
• Data lineage Table/column lineage.
• Data quality Tests and observability.
• Setup & connections Builds a connector-specific setup, permissions and acceptance plan for eleven systems.
• Lineage mapping checker Checks BI source mappings for FQN format, duplicates and missing targets in pasted inventory.
• Custom adapters: connector starter Generates a downloadable Python development scaffold with a metadata fixture, workflow and tests.
• Customer project & documentation Requirements, platform profile and connector acceptance forms.
• OpenMetadata project plan Six phases to operational handover; reviewed 24 October 2026.
• Troubleshooting Narrow down symptoms, test hypotheses and document remediation with retest.
• Permission workbench Test teams, bots and policies with allowed, forbidden and revocation cases.
• Upgrade & recovery Plan version matrix, backup, isolated restore, migration steps and rollback.

Learning paths

• How-to guides Practical guides.
• Deployment guides Setup learning path.

Certifications

• Docs enablement Enablement via docs.

Help

• OpenLineage docs Spec and integrations.
• Getting started Events and run lifecycle.
• Integrations Airflow, Spark, dbt.

Governance

• Spec / facets Standardize events and datasets.
• Guides Consumer guides.
• OpenMetadata connector Ingest events into a catalog.

Learning paths

• Get started path Getting started path.
• Integration guides Learn producer integrations.

Certifications

• Community spec Spec as reference standard.

Help

• Marquez docs Collection engine docs.
• Quickstart Start locally.
• API reference REST API.

Governance

• About / model Jobs and datasets.
• Architecture API, UI, and store.
• OpenLineage integration Store and query events.

Learning paths

• Quickstart path Hands-on start.
• Architecture guide Understand the architecture.

Certifications

• Project docs Docs as enablement.

Help

• ChatGPT Help Help and how-tos for ChatGPT.
• OpenAI Platform Docs API and model documentation.
• Prompt engineering guide Structure and steer prompts.

Governance

• Usage policies Allowed use and prohibitions.
• Data controls / privacy Enterprise privacy and data controls.
• Security portal Security and compliance.

Learning paths

• OpenAI Cookbook Practical examples and patterns.
• ChatGPT for work Enterprise/education guides.

Certifications

• OpenAI Academy Learning and enablement offerings.

Help

• Claude docs Official Anthropic/Claude docs.
• API overview API getting started and auth.
• Prompting guide Prompt engineering with Claude.

Governance

• Usage policy Acceptable use policy.
• Trust center Security and compliance.
• Constitutional AI Alignment and safety approach.

Learning paths

• Claude courses Official Claude learning offerings.
• Prompt library Example prompts and patterns.

Certifications

• Anthropic Academy Enablement via Anthropic Academy.

Help

• Cursor docs Official product documentation.
• Get started First steps in the editor.
• Agent / chat Chat and agent workflows.

Governance

• Privacy / security Security and privacy notes.
• Privacy mode Data controls and privacy mode.
• Terms of service Terms of service.

Learning paths

• Cursor Learn Guides and feature docs.
• Rules / memories Steer project rules and context.

Certifications

• Docs enablement Enablement via official docs.

Help

• Codex docs OpenAI Codex developer docs.
• Codex CLI CLI usage and workflows.
• Platform overview OpenAI Platform context.

Governance

• Usage policies Usage policies.
• Enterprise privacy Data and privacy controls.
• Trust portal Security and compliance.

Learning paths

• Codex guides Guides and best practices.
• OpenAI Cookbook Practical coding/API examples.

Certifications

• OpenAI Academy Learning and enablement offerings.

Help

• Copilot docs Official GitHub Copilot documentation.
• Getting started Quickstart and setup.
• Copilot Chat Chat in IDE and on GitHub.com.

Governance

• Copilot trust center Privacy, security, and compliance.
• Data exclusion / policies Org policies and controls.
• Content exclusion Exclude content from indexing.

Learning paths

• Copilot skills Interactive GitHub Skills.
• Best practices Use Copilot effectively.

Certifications

• GitHub Certifications Official GitHub certifications.

Help

• GitHub docs Official GitHub documentation.
• Actions CI/CD with GitHub Actions.
• REST / GraphQL API API reference.

Governance

• Organization security Org security and access.
• Code security Secret scanning, Dependabot, CodeQL.
• Trust center Security and compliance.

Learning paths

• GitHub Skills Interactive learning paths.
• GitHub learning pathways Structured learning pathways.

Certifications

• GitHub Certifications Foundations, Actions, Admin, Security.

Help

• Copilot documentation Overview of Microsoft Copilot.
• Microsoft 365 Copilot Copilot in Microsoft 365.
• Copilot Studio Build custom agents.

Governance

• Data privacy & security Privacy and data flow.
• Admin controls Admin controls for Copilot.
• Trust center Microsoft Trust Center.

Learning paths

• Copilot learning hub Microsoft Learn for Copilot.
• Adoption guide Adoption and enablement.

Certifications

• MS-4004 / Copilot credentials Copilot-related learning credentials.

Help

• Miro Help Center Help and how-tos.
• Miro developer docs API and apps.
• Templates Planning and workshop templates.

Governance

• Miro Trust Center Security and compliance.
• Admin / enterprise controls Admin and enterprise controls.
• Data residency Data residency options.

Learning paths

• Miro Academy Courses and enablement.
• Agile / planning guides Agile planning with Miro.

Certifications

• Miro Expert Academy / expert programs.

Help

• Whiteboard help Help for Microsoft Whiteboard.
• Whiteboard docs Admin and feature docs.

Governance

• Admin controls Access and org controls.
• Data governance Data management.

Learning paths

• Whiteboard adoption Adoption guide.

Certifications

• Microsoft 365 training M365 Learn paths.

Help

• Planner help Help for Microsoft Planner.
• Planner docs Admin and feature docs.

Governance

• Planner admin Admin settings.
• Data loss prevention DLP in Microsoft 365.

Learning paths

• Planner training Getting started.

Certifications

• Microsoft 365 training M365 Learn paths.

Help

• Salesforce Help Official product help.
• Salesforce Developers API and integration docs.
• Data Cloud docs Customer data platform.

Governance

• Trust & compliance Trust and compliance documentation.
• Privacy Privacy and data protection.
• Shield Platform Encryption Encryption in CRM.

Learning paths

• Trailhead Official learning platform.
• Admin Beginner Admin getting started.

Certifications

• Salesforce credentials Administrator and other credentials.
• Certification program Certification program overview.

Help

• Dynamics 365 docs Official product documentation.
• Dataverse Data platform behind Dynamics.
• Web API API for integrations.

Governance

• Security model Roles and data access.
• Compliance offerings Microsoft compliance.

Learning paths

• Dynamics 365 learning Microsoft Learn paths.

Certifications

• Dynamics 365 certifications Official certifications.

Help

• HubSpot Knowledge Base Product help and how-tos.
• Developer docs API and integrations.

Governance

• Privacy & security Privacy policy.
• Trust Center Security and compliance.

Learning paths

• HubSpot Academy Courses and certificates.

Certifications

• Academy certifications Official HubSpot certifications.

Help

• GA4 Help Official Google Analytics help.
• GA4 developer docs Measurement Protocol, APIs and export.
• BigQuery export Raw event export to BigQuery.

Governance

• Google privacy Privacy policy.
• Analytics data retention Retention and deletion in GA4.

Learning paths

• Analytics Academy / Skillshop Official learning paths.

Certifications

• Google Analytics certification Official GA certification.

Help

• ServiceNow docs Official product documentation.
• Developer portal APIs and apps.

Governance

• Trust & compliance Trust center.
• Privacy statement Privacy.

Learning paths

• Now Learning Official learning platform.

Certifications

• ServiceNow certification Certification paths.

Help

• Workday Community Help and community.
• Developer docs APIs and integrations.

Governance

• Trust Center Security and compliance.
• Privacy Privacy.

Learning paths

• Workday Learning Training and education.

Certifications

• Workday Pro Official certifications.

Help

• SuccessFactors help Official product documentation.
• SAP Help Portal Full SAP Help Portal.

Governance

• Security guide Security and access.
• Trust Center SAP Trust Center.

Learning paths

• SAP Learning SuccessFactors learning paths.

Certifications

• SAP certification Official SAP certifications.

Help

• NetSuite Help Center Official product help.
• SuiteTalk / API Web services and integrations.

Governance

• Oracle Cloud security Security overview.
• Privacy Privacy.

Learning paths

• NetSuite University Training and courses.

Certifications

• SuiteTraining certifications NetSuite certifications.

Help

• Jira Cloud docs Official product help.
• REST API API for integrations.

Governance

• Catalog comparison for governance Compare product boundaries and governance proof. Sources checked 15 October 2026.
• Atlassian Trust Center Security and compliance.
• Privacy policy Privacy.

Learning paths

• Atlassian University Courses and learning paths.

Certifications

• Atlassian certifications Official certifications.

Help

• SharePoint docs Official documentation.
• Microsoft Graph API for sites and lists.

Governance

• SharePoint governance Governance overview.
• Data loss prevention DLP in Microsoft 365.

Learning paths

• SharePoint training Microsoft Learn paths.

Certifications

• Microsoft 365 certifications M365 certifications.

Help

• Moodle docs Official documentation.
• Web services API APIs for integrations.

Governance

• Security Security recommendations.
• Privacy API Privacy and GDPR.

Learning paths

• Moodle Academy Courses and learning paths.

Certifications

• Moodle Educator Certification Official certifications.

Help

• Zendesk Help Center Official product help.
• Developer docs API reference.

Governance

• Trust Center Security and compliance.
• Privacy policy Privacy.

Learning paths

• Zendesk training Courses and training.

Certifications

• Zendesk certifications Official certifications.

Help

• Shopify Help Center Official product help.
• Admin API API for store data.

Governance

• Security Security overview.
• Privacy policy Privacy.

Learning paths

• Shopify Academy Courses and learning paths.

Certifications

• Shopify Academy certificates Academy certificates.

Help

• Workspace Admin Help Admin help.
• Admin SDK Directory and admin APIs.

Governance

• Trust & security Security overview.
• Privacy Privacy.

Learning paths

• Workspace Learning Center Training and tips.

Certifications

• Google Cloud skills Related Google learning paths.

Help

• Experience League docs Official product documentation.
• Developer docs APIs and integrations.

Governance

• Adobe Trust Center Security and compliance.
• Privacy Privacy.

Learning paths

• Experience League Learning and tutorials.

Certifications

• Adobe credentials Official certifications.

Help

• S/4HANA help Cloud documentation.
• S/4HANA on-premise On-prem docs.
• SAP API Business Hub APIs and integrations.

Governance

• SAP Trust Center Security and compliance.
• Security guide Security documentation.

Learning paths

• SAP Learning S/4HANA learning paths.

Certifications

• SAP certification Official certifications.

Help

• Temenos docs Product overview and docs.
• Developer hub APIs and integration.

Governance

• Trust & security Security overview.
• Privacy Privacy.

Learning paths

• Temenos Learning Training and learning.

Certifications

• Temenos Academy Certification offerings.

Help

• Avaloq platform Banking platform overview.
• Community Help and community.

Governance

• Security Security overview.
• Privacy Privacy.

Learning paths

• Avaloq Academy Training and courses.

Certifications

• Avaloq certification Certification paths.

Help

• Guidewire docs Official documentation.
• Developer APIs and integration.

Governance

• Trust Center Security and compliance.
• Privacy Privacy.

Learning paths

• Guidewire Education Training and courses.

Certifications

• Guidewire certifications Official certifications.

Help

• FIS solutions Product overview.
• Developer APIs and integration.

Governance

• Trust Trust and security.
• Privacy Privacy.

Learning paths

• FIS Learning Product and learning resources.

Certifications

• FIS training Training and enablement.

Help

• Finastra docs Solutions overview.
• Developer portal APIs and apps.

Governance

• Trust Center Security and compliance.
• Privacy Privacy.

Learning paths

• Finastra Learning Learning resources.

Certifications

• Finastra Academy Training and certification.

Help

• Murex platform Trading and risk platform.
• Support Product and support info.

Governance

• Security Security overview.
• Privacy Privacy.

Learning paths

• Murex Academy Training and academy.

Certifications

• Murex certification Certification paths.

Help

• Duck Creek docs Product overview.
• Developer APIs and integration.

Governance

• Trust Trust center.
• Privacy Privacy.

Learning paths

• Duck Creek University Training and learning.

Certifications

• Duck Creek certifications Official certifications.

Help

• Vault Core Core banking platform.
• Developer Product and developer info.

Governance

• Security Security overview.
• Privacy Privacy.

Learning paths

• Thought Machine resources Resources and guides.

Certifications

• Enablement Partner and enablement info.

Help

• OpenText docs Product overview.
• Developer APIs and integration.

Governance

• Trust Center Security and compliance.
• Privacy Privacy.

Learning paths

• OpenText Learning Training and learning.

Certifications

• OpenText certifications Official certifications.

Help

• DATEV help Help and support.
• DATEV Developer APIs and integration.

Governance

• Privacy Privacy notices.
• Security Security overview.

Learning paths

• DATEV learning Seminars and training.

Certifications

• DATEV certificates Training certificates.

Help

• Fabasoft docs Official help.
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• Compliance Microsoft compliance.

Learning paths

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• Identity certifications Identity certifications.

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• Exchange docs Official documentation.
• Graph Mail API Mail APIs.

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• Exchange Online Protection Mail security.
• DLP Data loss prevention.

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• Retention Retention policies.

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Learning paths

• SAP Learning Ariba Learning paths.

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Certifications

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Learning paths

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Learning paths

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Certifications

• Coalesce enablement Enablement material.

Help

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Governance

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Learning paths

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Certifications

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Help

• ADF docs Official documentation.
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Governance

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• Compliance Microsoft compliance.

Learning paths

• ADF learning Microsoft Learn paths.

Certifications

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Help

• Glue docs Official documentation.
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Governance

• Native governance and catalog boundaries Assess existing platform capabilities. Sources checked 15 October 2026.
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Learning paths

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Certifications

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Help

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Learning paths

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Help

• Stitch docs Official documentation.
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Learning paths

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Certifications

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Help

• Meltano docs Official documentation.
• Hub Plugins and connectors.

Governance

• Fivetran alternatives: cloud, open source and self-operated pipelines Procedure and boundaries with official sources; checked 15 October 2026.
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Learning paths

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Certifications

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Help

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Learning paths

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Learning paths

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Help

• Data Services help Official documentation.
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Governance

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Learning paths

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Certifications

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Help

• ODI docs Official documentation.
• Cloud Oracle Cloud Data Integration.

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• Oracle University Training and learning.

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Help

• NiFi docs Official documentation.
• Getting started Getting started.

Governance

• Fivetran alternatives: cloud, open source and self-operated pipelines Procedure and boundaries with official sources; checked 15 October 2026.
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• Privacy ASF privacy.

Learning paths

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Certifications

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Help

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Learning paths

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Certifications

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Certifications

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• Series: install and configure KNIME Five parts from prerequisites to technical acceptance.
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• First quality workflow with expected results Our practical guide, sources checked 28 October 2026.
• KNIME docs Official documentation.
• Hub Workflows and extensions.
• Official installation Download, OS installation, extensions and configuration.

Governance

• Series: KNIME access, governance and operations Three parts covering identities, operations, recovery and change.
• Operate KNIME with clear ownership Operating handovers, SLOs, access review, recovery and editable working records.
• Security Security overview.
• Privacy Privacy.
• KNIME within the metric contract Contract, fictional period reconciliation and release for existing landscapes.
• Deliver suitable data for AI Assess purpose, suitability, splits and permitted use together.
• Hand KNIME over to operations Existing IT operations chapter with KNIME acceptance and deputy rehearsal.
• Keep KNIME checks as history Trace runs, retries, denominators and evidence.

Learning paths

• KNIME Learn Courses and learning.

Certifications

• KNIME certification Official certifications.

Help

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Learning paths

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Learning paths

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Certifications