I had solved almost 100+ questions for the Source Format Pipeline Fundamentals II certification exam, and I must say they gradually improved my exam taking ability. Thanks to this platform.
100+ Questions Were There
Jul 1 2026 - 19:36
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- Alibaba Certification
- ACA Business User: Alibaba Cloud Foundations Business User
- ACA-Operator: Alibaba ACA System Operator
- Alibaba ACA Generative AI Engineer
- CAP-C01: Alibaba Cloud Professional Cloud Architect
- CEA-C01: Alibaba Cloud Associate Cloud Engineer
- CSA-C01: Alibaba Cloud Associate Cloud Security Engineer
- DEA-C01: Alibaba Cloud Associate Data Engineer
- LLM-ACA: Alibaba Cloud LLM Engineer (Associate)
- SAE-C01: Alibaba Cloud Expert Solutions Architect
- Appian Certification
- CSA Certification
- Confluent Certification
- Copado Certification
- CrowdStrike Certification
- Genesys Certification
- GCX-AI-GPE: Genesys Cloud CX AI-GPE and GPR Certification
- GCX-ARC: Genesys Cloud CX Architect Certification
- GCX-GCD: Genesys Cloud CX Developer Certification
- GCX-GCP: Genesys Cloud CX Professional Certification
- GCX-OD: Genesys Cloud CX Outbound Certification
- GCX-QM: Genesys Cloud CX Quality Management Certification
- GCX-SCR: Genesys Cloud CX Scripting Certification
- GCX-WFM: Genesys Cloud CX Workforce Management Certification
- GEOP-CR: Genesys Engage on-premises Composer Routing Certification
- GEOP-ESV: Genesys Engage on-premises E-Services Certification
- GEOP-IR: Genesys Engage on-premises Interaction Recording Certification
- GEOP-IV: Genesys Engage on-premises Inbound Voice Certification
- GEOP-SDK: Genesys Engage on-premises Platform SDK Certification
- GEOP-SIP: Genesys Engage on-premises SIP Server Certification
- GEOP-VP: Genesys Engage on-premises Voice Platform Certification
- GEOP-WFM: Genesys Engage on-premises Workforce Management Certification
- Google Cloud Certification
- GCP-ACE: Google Associate Cloud Engineer
- GCP-ADP: Google Associate Data Practitioner
- GCP-AGWA: Associate Google Workspace Administrator
- GCP-CDL: Google Cloud Digital Leader
- GCP-GAIL: Google Generative AI Leader
- GCP-PCA: Google Professional Cloud Architect
- GCP-PCD: Google Professional Cloud Developer
- GCP-PCDE: Google Professional Cloud Database Engineer
- GCP-PCDE: Google Professional Cloud DevOps Engineer
- GCP-PCNE: Google Professional Cloud Network Engineer
- GCP-PCSE: Google Professional Cloud Security Engineer
- GCP-PDE: Google Professional Data Engineer
- GCP-PMLE: Google Professional Machine Learning Engineer
- GCP-PSOE: Google Professional Security Operations Engineer
- HashiCorp Certification
- Linux Foundation Certification
- BCP: Linux Foundation Besu Certified Professional
- CAPA: Linux Foundation Certified Argo Project Associate
- CBA: Linux Foundation Certified Backstage Associate
- CCA: Linux Foundation Cilium Certified Associate
- CGOA: Linux Foundation Certified GitOps Associate
- CKA: Certified Kubernetes Administrator
- CKAD: Certified Kubernetes Application Developer
- CKS: Certified Kubernetes Security Specialist
- FCFP: Linux Foundation FINOS Certified FDC3 Practitioner
- FOCP: Linux Foundation FinOps Certified Practitioner
- FSOSD: Linux Foundation FINOS Financial Services Certified Open Source Developer
- HFCP: Linux Foundation Hyperledger Fabric Certified Practitioner
- ICA: Linux Foundation Istio Certified Associate
- KCA: Linux Foundation Kyverno Certified Associate
- KCNA: Kubernetes and Cloud Native Associate
- KCSA: Kubernetes and Cloud Native Security Associate
- LFCA: Linux Foundation Certified IT Associate
- LFCS: Linux Foundation Certified System Administrator
- OTCA: Linux Foundation OpenTelemetry Certified Associate
- PCA: Linux Foundation Prometheus Certified Associate
- RVFA: Linux Foundation RISC-V Foundational Associate
- Mirantis Certification
- Nutanix Certification
- NCA: Nutanix Certified Associate
- NCM-MCI: Nutanix Certified Master - Multicloud Infrastructure
- NCP-AI: Nutanix Certified Professional - Artificial Intelligence
- NCP-CI-AWS: Nutanix Certified Professional - Cloud Integration - AWS
- NCP-CI-Azure: Nutanix Certified Professional - Cloud Integration - Azure
- NCP-CN: Nutanix Certified Professional - Cloud Native
- NCP-DB: Nutanix Certified Professional - Database Automation
- NCP-EUC: Nutanix Certified Professional - End User Computing
- NCP-MCA: Nutanix Certified Professional - Multicloud Automation
- NCP-MCI: Nutanix Certified Professional - Multicloud Infrastructure
- NCP-NS: Nutanix Certified Professional Network & Security
- NCP-US: Nutanix Certified Professional - Unified Storage
- NCX-MCI: Nutanix Certified Expert - Multicloud Infrastructure
- Red Hat Certification
- Snowflake Certification
- ADA-C02: Snowflake SnowPro Advanced - Administrator
- ARA-C01: Snowflake SnowPro Advanced - Architect
- COF-C03: Snowflake SnowPro Core Certification
- DAA-C01: Snowflake SnowPro Advanced - Data Analyst
- DEA-C02: Snowflake SnowPro Advanced - Data Engineer
- DSA-C03: Snowflake SnowPro Advanced - Data Scientist
- GES-C01: Snowflake SnowPro Specialty - Gen AI
- NAS-C01: Snowflake SnowPro Specialty - Native Apps
- SEA-C01: Snowflake SnowPro Advanced - Security Engineer
- SPS-C01: Snowflake SnowPro Specialty - Snowpark
- Zscaler Certification
- Alibaba Certification
- Citrix Certification
- 1Y0-342: Citrix CCP-AppDS-NetScaler Advance Features (Security and Management)
- CCA-AppDS-Gateway: Citrix NetScaler 14.x Essentials and NetScaler Gateway
- CCA-AppDS-Traffic Management: Deploy and Manage Citrix ADC 14.x with Traffic Management
- CCA-V: Citrix Virtual Apps and Desktops 7 Administration
- CCP-V: Citrix Virtual Apps and Desktops 7 Advanced Administration
- VMware Certification
- 1V0-61.21: Associate VMware End-User Computing
- 2V0-13.25: VMware Cloud Foundation 9.0 Architect
- 2V0-15.25: VMware Cloud Foundation 9.0 Support
- 2V0-16.25: VMware vSphere Foundation 9.0 Administrator
- 2V0-17.25: VMware Cloud Foundation 9.0 Administrator
- 2V0-18.25: VMware vSphere Foundation 9.0 Support
- 2V0-21.23: VMware vSphere 8.x Professional
- 2V0-41.24: VMware NSX 4.x Professional V2
- 2V0-72.22: VMware Spring Professional Develop
- 3V0-21.25: Advanced VMware Cloud Foundation 9.0 Automation
- 3V0-22.25: Advanced VMware Cloud Foundation 9.0 Operations
- 3V0-23.25: Advanced VMware Cloud Foundation 9.0 Storage
- 3V0-24.25: Advanced VMware Cloud Foundation 9.0 vSphere Kubernetes Service
- 3V0-25.25: Advanced VMware Cloud Foundation 9.0 Networking
- 3V0-42.23: VMware NSX 4.X Advanced Design
- 5V0-36.22: VMware Telco Cloud Platform Specialist Skills
- 5V0-37.22: VMware Telco Cloud NFV Skills
- 5V0-43.21: VMware NSX Advanced Load Balancer (Avi) for Operators Skills
- 5V0-44.21: VMware Telco Cloud Automation Skills
- 5V0-61.22: VMware Workspace ONE 21.X Advanced Integration Specialist
- 6V0-21.25: VMware vDefend Security for VCF 5.x Administrator
- 6V0-22.25: VMware Avi Load Balancer 30.x Administrator
- Salesforce Certification
- AP-201: Salesforce B2B Commerce for Administrators Accredited Professional
- AP-202: Salesforce B2B Commerce for Developers Accredited Professional
- AP-203: Salesforce Communications Cloud Accredited Professional
- AP-204: Salesforce Consumer Goods Cloud Accredited Professional
- AP-205: Salesforce Consumer Goods Cloud Trade Promotion Management Accredited Professional
- AP-207: Salesforce Energy and Utilities Cloud Accredited Professional
- AP-208: Salesforce Financial Services Cloud Accredited Professional
- AP-209: Salesforce Advanced Field Service Accredited Professional
- AP-211: Salesforce Health Cloud Accredited Professional
- AP-212: Salesforce Loyalty Management Accredited Professional
- AP-213: Salesforce Manufacturing Cloud Accredited Professional
- AP-214: Salesforce Marketing Cloud Advanced Cross Channel Accredited Professional
- AP-215: Salesforce Marketing Cloud Intelligence Accredited Professional
- AP-216: Salesforce Marketing Cloud Personalization Accredited Professional
- AP-217: Salesforce Media Cloud Accredited Professional
- AP-218: Salesforce Net Zero Cloud Accredited Professional
- AP-219: Salesforce Order Management Administrator Accredited Professional
- AP-220: Salesforce Order Management Developer Accredited Professional
- AP-221: Salesforce Process Automation Accredited Professional
- AP-222: Salesforce Public Sector Solutions Accredited Professional
- AP-223: Salesforce CPQ and Billing Consultant Accredited Professional
- AP-225: Salesforce Heroku Developer Accredited Professional
- AP-226: Salesforce Contact Center Accredited Professional
- Analytics-Con-201: Salesforce CRM Analytics and Einstein Discovery Consultant
- Arch-301: Salesforce B2B Solution Architect
- Arch-302: Salesforce B2C Solution Architect
- Arch-303: Salesforce B2C Commerce Architect
- BA-201: Salesforce Business Analyst
- Comm-Dev-101: Salesforce B2C Commerce Cloud Developer
- Data-Con-101: Salesforce Data Cloud Consultant
- ED-Con-101: Salesforce Education Cloud Consultant
- EX-Con-101: Salesforce Experience Cloud Consultant
- FS-Con-101: Salesforce Field Service Consultant
- Ind-Dev-201: Salesforce Industries CPQ Developer
- JS-Dev-101: Salesforce JavaScript Developer
- MC-101: Salesforce Marketing Cloud Engagement Foundations
- MC-201: Salesforce Marketing Cloud Account Engagement Specialist
- MC-202: Salesforce Marketing Cloud Email Specialist
- MCAE-Con-201: Salesforce Marketing Cloud Account Engagement Consultant
- MCE-Admn-201: Salesforce Marketing Cloud Engagement Administrator
- MCE-Con-201: Salesforce Certified Marketing Cloud Engagement Consultant
- MCE-Dev-201: Salesforce Marketing Cloud Engagement Developer
- Mule-101: Salesforce MuleSoft Integration Foundations
- Mule-Arch-201: Salesforce MuleSoft Platform Architect
- Mule-Arch-202: Salesforce MuleSoft Platform Integration Architect
- Mule-Con-201: Salesforce Certified MuleSoft Catalyst Consultant
- Mule-Dev-201: Salesforce MuleSoft Developer
- Mule-Dev-202: Salesforce Certified MuleSoft Hyperautomation Developer
- Mule-Dev-301: Salesforce MuleSoft Developer II
- NP-Con-101: Salesforce Nonprofit Success Pack Consultant
- NP-Con-102: Salesforce Nonprofit Cloud Consultant (NPC)
- Plat-101: Salesforce Platform Foundations
- Plat-Admn-201: Salesforce Platform Administrator
- Plat-Admn-202: Salesforce Platform App Builder
- Plat-Admn-301: Salesforce Platform Administrator II
- Plat-Arch-201: Salesforce Platform Data Architect
- Plat-Arch-202: Salesforce Platform Development Lifecycle and Deployment Architect
- Plat-Arch-203: Salesforce Platform Identity and Access Management Architect
- Plat-Arch-204: Salesforce Platform Integration Architect
- Plat-Arch-205: Salesforce Platform Sharing and Visibility Architect
- Plat-Arch-206: Salesforce Heroku Architect
- Plat-Con-201: Salesforce OmniStudio Consultant
- Plat-Dev-201: Salesforce Platform Developer
- Plat-Dev-210: Salesforce OmniStudio Developer
- Plat-Dev-301: Salesforce Platform Developer II
- Plat-UX-101: Salesforce Platform User Experience Designer
- Plat-UX-102: Salesforce Platform Strategy Designer
- Sales-101: Salesforce Certified Sales Foundations
- Sales-Admn-202: Salesforce CPQ Administrator
- Sales-Con-201: Salesforce Sales Cloud Consultant
- Salesforce AI Associate
- Service-Con-201: Salesforce Service Cloud Consultant
- Slack-Admn-201: Salesforce Certified Slack Administrator
- Slack-Con-201: Salesforce Certified Slack Consultant
- Slack-Dev-201: Salesforce Certified Slack Developer
- AWS Certification
- AIF-C01: AWS Certified AI Practitioner
- AIP-C01: AWS Certified Generative AI Developer - Professional
- ANS-C01: AWS Certified Advanced Networking - Specialty
- CLF-C02: AWS Cloud Practitioner
- DEA-C01: AWS Certified Data Engineer - Associate
- DOP-C02: AWS DevOps Engineer Professional
- DVA-C02: AWS Developer Associate
- MLA-C01: AWS Certified Machine Learning Engineer - Associate
- MLS-C01: AWS Certified Machine Learning - Specialty
- SAA-C03: AWS Solutions Architect Associate
- SAP-C02: AWS Solutions Architect Professional
- SCS-C03: AWS Certified Security - Specialty
- SOA-C03: AWS CloudOps Engineer Associate
