Certification Exam Preparation Resources

CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Validates intermediate-level skills in threat detection, vulnerability management, and security operations.

◈ Exam-specific knowledge

Applies behavioral analytics to detect threats. Covers vulnerability scanning, SIEM analysis, incident response, and threat intelligence lifecycle.

• Threat Management
• Vulnerability Mgmt
• Security Operations
• Incident Response

Study tip: Practice reading SIEM logs and mapping alerts to MITRE ATT&CK.

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CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Focuses on applying analytics to secure networks and respond to incidents in a SOC environment.

◈ Exam-specific knowledge

Emphasizes software and systems security, compliance frameworks, and digital forensics basics for analyst workflows.

• SIEM & SOAR
• Compliance
• Forensics
• Malware Analysis

Study tip: Create flashcards for compliance controls and practice concise incident reports.

sites.google.com/view/preparingforcs0...View Resource →

CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Validates ability to configure threat detection tools and perform data analysis for continuous monitoring.

◈ Exam-specific knowledge

Deep dive into continuous security monitoring, reconnaissance techniques, and secure network architecture.

• Continuous Monitoring
• Reconnaissance
• Network Security
• Automation

Study tip: Lab with Wazuh/ELK to correlate events and practice triage.

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CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Covers organizational security, threat handling, and vulnerability response for intermediate analysts.

◈ Exam-specific knowledge

Bridges security operations and vulnerability management — interpreting scan results, prioritizing remediation, communicating risk.

• Vuln Scanning
• Risk Prioritization
• Threat Hunting
• SOC Operations

Study tip: Prioritize by CVSS and business impact.

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CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Tests analytics-driven approach to identify and combat threats inside and outside the organization.

◈ Exam-specific knowledge

Focuses on data analysis, threat intelligence platforms, and the incident response cycle from detection to recovery.

• Data Analysis
• Threat Intel
• IR Lifecycle
• Forensics

Study tip: Study the full IR lifecycle and rehearse evidence handling.

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CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Confirms proficiency in leveraging threat intelligence and managing vulnerabilities across assets.

◈ Exam-specific knowledge

Covers attack frameworks, vulnerability assessment tools, and security orchestration workflows.

• Attack Frameworks
• Vuln Assessment
• Orchestration
• Monitoring

Study tip: Map exam domains to daily SOC tasks.

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CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Assesses ability to detect, analyze and respond to security incidents using threat data.

◈ Exam-specific knowledge

Explores SIEM, endpoint detection, and threat classification for operational defense.

• SIEM Tuning
• EDR
• Threat Classification
• Controls

Study tip: Practice tuning SIEM rules to reduce false positives.

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CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Validates analytics skills for securing applications, networks and operational environments.

◈ Exam-specific knowledge

Includes application security, identity concepts, and compliance assessment for analysts.

• AppSec
• Identity
• Compliance
• Network Analysis

Study tip: Review OWASP Top 10 and how analysts detect exploitation.

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CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Prepares candidates for threat intelligence and SOC analyst roles.

◈ Exam-specific knowledge

Centers on proactive threat hunting, log analysis, and communicating findings to stakeholders.

• Threat Hunting
• Log Analysis
• Reporting
• Remediation

Study tip: Develop hunting hypotheses from recent advisories.

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CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Covers data-driven defense and operational vulnerability management.

◈ Exam-specific knowledge

Interpreting vulnerability scans, hardening techniques, and security control evaluation.

• Hardening
• Control Evaluation
• Risk Analysis
• Monitoring

Study tip: Practice CIS benchmarks and validate with scans.

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CS0-004CompTIACybersecurity

CompTIA CySA+ Cybersecurity Analyst

Ensures readiness for blue-team duties in enterprise security operations.

◈ Exam-specific knowledge

Emphasizes detection engineering, threat intelligence consumption, and formal IR procedures.

• Detection Engineering
• Intel Consumption
• IR Procedures
• Analytics

Study tip: Document playbooks for phishing, malware and insider scenarios.

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VERISMFVeritasData & Storage

Veritas InfoScale Certified Specialist (VERISMF)

Veritas certification focusing on information availability, storage management and HA solutions.

◈ Exam-specific knowledge

Storage virtualization, clustering, disaster recovery, and data protection with Veritas solutions.

• Storage Mgmt
• Clustering
• HA/DR
• Data Protection

Study tip: Lab provisioning and cluster failover scenarios.

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L6M9CIPSBusiness & Procurement

CIPS Level 6 Professional Diploma — L6M9

Strategic procurement module focusing on leadership, category management and supply chain strategy.

◈ Exam-specific knowledge

Strategic sourcing, SRM, negotiation, and ethical procurement governance.

• Category Mgmt
• SRM
• Negotiation
• Ethics

Study tip: Link models to real procurement case studies.

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NCM-MCINutanixCloud & Virtualization

Nutanix Certified Master – Multicloud Infrastructure

Expert-level Nutanix certification validating design and administration of multicloud infrastructure.

◈ Exam-specific knowledge

Nutanix AHV, Prism, cluster management, data protection, networking and performance tuning.

• Prism
• AHV
• Cluster Design
• Networking

Study tip: Master Prism CLI + GUI workflows side-by-side.

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H13-527HuaweiCloud & Virtualization

Huawei HCIP-Cloud Computing — H13-527

Huawei HCIP-Cloud Computing validates deployment and management of Huawei cloud data center solutions.

◈ Exam-specific knowledge

FusionSphere, virtualization, distributed storage, cloud network and management platforms.

• FusionSphere
• Virtualization
• Distributed Storage
• Cloud Network

Study tip: Study Huawei cloud stack interdependencies.

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Apigee-API-EngineerGoogle CloudCloud & Virtualization

Google Cloud Apigee API Engineer

Validates design, security and management of APIs using Apigee API Management platform.

◈ Exam-specific knowledge

API proxies, policies, OAuth/JWT security, traffic management, analytics and developer portal.

• Apigee Proxies
• Policies
• OAuth/JWT
• Traffic Mgmt

Study tip: Build a sample proxy with quota and auth policies.

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CIS-EMServiceNowIT Service Management

ServiceNow CIS – Event Management (CIS-EM)

ServiceNow CIS-EM validates implementation of event management and service operations.

◈ Exam-specific knowledge

MID Server, event rules, alert aggregation, operational intelligence and CMDB integration.

• MID Server
• Event Rules
• Alert Mgmt
• CMDB

Study tip: Practice mapping events to correlated alerts.

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GFMCGIACCybersecurity

GIAC Foundational Management & Leadership (GFMC)

Foundational GIAC certification for security management and leadership principles.

◈ Exam-specific knowledge

Risk management, governance, security program leadership, and management frameworks.

• Risk Mgmt
• Governance
• Leadership
• Strategy

Study tip: Connect management theory to SOC scenarios.

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ITS-110CertiportNetworking

Certiport IT Specialist – Networking (ITS-110)

Entry-level networking covering OSI, protocols, cabling and basic troubleshooting.

◈ Exam-specific knowledge

OSI/TCP-IP, IP addressing, switching/routing basics, wireless and troubleshooting tools.

• OSI Model
• TCP/IP
• IP Addressing
• Wireless

Study tip: Practice subnetting daily — speed matters.

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JN0-232JuniperNetworking

Juniper JNCIS-SEC — JN0-232

Juniper security specialist validating SRX configuration and Junos security features.

◈ Exam-specific knowledge

Junos OS, security policies, NAT, IPsec VPN, UTM and HA for SRX.

• Junos
• Security Policies
• NAT
• IPsec

Study tip: Lab SRX policies and VPNs in CLI.

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2016-FRRGARPBusiness & Finance

GARP Financial Risk & Regulation — 2016-FRR

Financial risk and regulation covering market, credit and operational risk frameworks.

◈ Exam-specific knowledge

Risk measurement, Basel regulations, financial instruments, and risk governance.

• Risk Measurement
• Basel
• Instruments
• Governance

Study tip: Understand risk formulas conceptually.

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CTAL-TMISTQBDevelopment & Testing

ISTQB CTAL – Test Manager (CTAL-TM)

Advanced test manager certification focusing on strategy, planning and team leadership.

◈ Exam-specific knowledge

Test management, risk-based testing, reviews, defect management and leadership.

• Test Strategy
• Risk-Based Testing
• Reviews
• Defect Mgmt

Study tip: Tailor test strategy to project risk.

sites.google.com/view/howtoprepareforthectal...View Resource →

Web-Development-FoundationCIWDevelopment

CIW Web Development Foundations

Foundational web development covering HTML, CSS, JavaScript, and internet business principles.

◈ Exam-specific knowledge

HTML5 semantics, CSS layout, basic JavaScript, hosting, and web business concepts.

• HTML5
• CSS
• JavaScript
• Hosting

Study tip: Build small pages from scratch.

sites.google.com/view/web-development...View Resource →

4A0-112NokiaNetworking

Nokia IS-IS Routing (NRS II) — 4A0-112

Nokia certification for IS-IS protocol, MPLS and service routing on SR OS.

◈ Exam-specific knowledge

IS-IS operation, traffic engineering, MPLS services and troubleshooting.

• IS-IS
• MPLS
• SR OS
• Troubleshooting

Study tip: Practice IS-IS adjacency and level design.

sites.google.com/view/preparing-for-the-4a0...View Resource →

NSE5_FSW_AD-7.6FortinetNetworking

Fortinet NSE 5 – FortiSwitch Administrator 7.6

Validates FortiSwitch administration integrated with FortiGate in Security Fabric.

◈ Exam-specific knowledge

FortiLink, VLANs, PoE, switch profiles, security policies and monitoring via FortiGate.

• FortiLink
• VLANs
• Switch Profiles
• PoE

Study tip: Study FortiGate-FortiSwitch integration workflow.

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ISO-IEC-27001-FoundationISOCybersecurity

ISO/IEC 27001 Foundation – ISMS

Foundation in ISMS principles, controls, and the ISO 27001 standard lifecycle.

◈ Exam-specific knowledge

ISMS structure, Annex A controls, risk assessment, SoA and audit phases.

• ISMS
• Annex A
• Risk Assessment
• Audit

Study tip: Map each Annex A control to its objective.

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SPLK-1002SplunkData & Analytics

Splunk Core Certified Power User — SPLK-1002

Validates advanced Splunk search, reporting, dashboards and field management.

◈ Exam-specific knowledge

SPL, transforming commands, knowledge objects, data models and dashboards.

• SPL
• Transforming
• Knowledge Objects
• Dashboards

Study tip: Practice stats, eval and transaction in SPL.

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NS0-005NetAppData & Storage

NetApp Technology Solutions Professional — NS0-005

Modern NetApp ONTAP, hybrid cloud and data services fundamentals.

◈ Exam-specific knowledge

ONTAP architecture, storage provisioning, data protection, hybrid cloud and automation.

• ONTAP
• Provisioning
• Data Protection
• Hybrid Cloud

Study tip: Understand data fabric protection relationships.

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H11-851_V3.0HuaweiCollaboration

Huawei HCIA-Video Conference V3.0 — H11-851

Entry-level Huawei video conferencing and collaboration certification.

◈ Exam-specific knowledge

Video conferencing architecture, endpoints, MCU, network requirements and troubleshooting.

• Video Arch
• Endpoints
• MCU
• QoS

Study tip: Understand bandwidth and QoS impacts on video.

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H13-629HuaweiData & Storage

Huawei HCIE-Storage — H13-629

Expert-level Huawei storage planning, design and optimization.

◈ Exam-specific knowledge

Storage architecture, performance tuning, DR, backup and cloud integration.

• Storage Arch
• Performance
• DR
• Backup

Study tip: Study SAN/NAS/object trade-offs and sizing.

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FlashArray-Storage-ProfessionalPure StorageData & Storage

Pure Storage FlashArray Professional

Operation and administration of Pure Storage FlashArray systems.

◈ Exam-specific knowledge

FlashArray architecture, Purity OS, replication, snapshots, alerts and performance.

• Purity OS
• Replication
• Snapshots
• Monitoring

Study tip: Understand data reduction and protection groups.

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Professional-Cloud-Database-EngineerGoogle CloudCloud & Data

Google Professional Cloud Database Engineer

Designing and managing scalable Google Cloud database solutions.

◈ Exam-specific knowledge

AlloyDB, Cloud SQL, Spanner, Bigtable, migration, HA and performance optimization.

• AlloyDB
• Cloud SQL
• Spanner
• Migration

Study tip: Compare relational vs NoSQL choices on GCP.

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XSIAM-EngineerPalo AltoCybersecurity

Palo Alto Networks XSIAM Engineer

Palo Alto Cortex XSIAM for SOC automation and threat prevention.

◈ Exam-specific knowledge

XSIAM architecture, data ingestion, detection engineering, incident management and automation.

• XSIAM Arch
• Ingestion
• Detection
• Automation

Study tip: Practice building correlations and playbooks.

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LEED-AP-NDUSGBCArchitecture & Sustainability

LEED AP Neighborhood Development

Sustainable neighborhood planning, green infrastructure and site design.

◈ Exam-specific knowledge

Smart location, green infrastructure, walkability, LEED ND credits and sustainable strategies.

• Smart Location
• Green Infra
• Walkability
• LEED Credits

Study tip: Study LEED ND credit categories and docs.

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050-6201-ARCHERASC01RSAGRC

RSA Archer Associate (ASC01) — 050-6201

Fundamentals of RSA Archer GRC platform administration and use.

◈ Exam-specific knowledge

Archer platform, risk, compliance, incident and audit management modules.

• Archer
• Risk
• Compliance
• Audit

Study tip: Understand GRC workflow configuration.

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Talend-Core-DeveloperTalendData & Integration

Talend Core Developer

Building data integration jobs with Talend Data Integration.

◈ Exam-specific knowledge

Talend Studio, components, data mapping, job design, deployment and error handling.

• Studio
• Components
• tMap
• Deployment

Study tip: Practice tMap and context variables.

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NCA-AIIONVIDIAAI & Infrastructure

NVIDIA Certified Associate – AI Infrastructure & Operations

Foundational NVIDIA certification for AI infrastructure and GPU operations.

◈ Exam-specific knowledge

GPU architecture, Kubernetes for AI, networking, storage and MLOps basics.

• GPU Arch
• Kubernetes
• AI Networking
• MLOps

Study tip: Understand GPU scheduling and AI fabric.

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WCNAWiresharkNetworking

Wireshark Certified Network Analyst (WCNA)

In-depth packet analysis and network troubleshooting with Wireshark.

◈ Exam-specific knowledge

TCP/IP, capture filters, protocol decoding, traffic analysis and troubleshooting methodology.

• Wireshark
• TCP/IP
• Capture Filters
• Troubleshooting

Study tip: Analyze pcap files — filter and follow streams.

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CTFL_Syll_4.0ISTQBDevelopment & Testing

ISTQB CTFL Syllabus 4.0 – Foundation Level

Foundation testing certification covering principles, techniques and lifecycle.

◈ Exam-specific knowledge

Testing fundamentals, lifecycle models, static testing, design techniques and management.

• Principles
• Lifecycle
• Static Testing
• Design Techniques

Study tip: Master EP, BVA, decision table and state transition.

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OGEA-101The Open GroupArchitecture

The Open Group Enterprise Architecture Part 1 — OGEA-101

TOGAF Enterprise Architecture Part 1 — frameworks and ADM phases.

◈ Exam-specific knowledge

TOGAF ADM, content framework, enterprise continuum and governance.

• TOGAF ADM
• Content Framework
• Continuum
• Governance

Study tip: Memorize ADM inputs/outputs visually.

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HPE7-J02HPECloud & Infrastructure

HPE GreenLake Administrator — HPE7-J02

Administration of HPE GreenLake cloud services and edge-to-cloud operations.

◈ Exam-specific knowledge

GreenLake Central, provisioning, capacity, billing and hybrid operations.

• GreenLake
• Provisioning
• Capacity
• Hybrid

Study tip: Contrast consumption vs traditional procurement.

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CTPAFPBusiness & Finance

Certified Treasury Professional (CTP)

Treasury and cash management certification for corporate finance.

◈ Exam-specific knowledge

Cash management, working capital, risk, bank relations and financial planning.

• Cash Mgmt
• Working Capital
• Risk
• Liquidity

Study tip: Study cash forecasting and instruments.

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3V0-21.23VMwareCloud & Virtualization

VMware vSphere 8.x Advanced Design — 3V0-21.23

Advanced design exam for vSphere 8.x enterprise virtualization.

◈ Exam-specific knowledge

vSphere design methodology, storage/network/compute design, availability and manageability.

• vSphere Design
• Storage
• Network
• Availability

Study tip: Map requirements → design decisions.

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IFCCFA InstituteBusiness & Finance

Investment Foundations (IFC) — CFA Institute

Foundations of investment management, ethics, and portfolio concepts.

◈ Exam-specific knowledge

Ethics, economics, quantitative methods, asset classes and portfolio management basics.

• Ethics
• Economics
• Quant
• Portfolio

Study tip: Build intuition for time value of money and risk-return.

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AE-Adult-EchocardiographyARDMSHealthcare

ARDMS AE – Adult Echocardiography

Specialty exam validating adult echo anatomy, pathology and sonographic technique.

◈ Exam-specific knowledge

Cardiac anatomy, hemodynamics, pathology, Doppler and image optimization.

• Cardiac Anatomy
• Hemodynamics
• Pathology
• Doppler

Study tip: Correlate pathology with Doppler patterns.

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CTL-001CompTIACloud & Virtualization

CompTIA Cloud Essentials+ — CTL-001

Vendor-neutral cloud business principles and foundational cloud concepts.

◈ Exam-specific knowledge

Cloud service models, business impact, governance, operations and migration.

• Cloud Models
• Business Impact
• Governance
• Migration

Study tip: Think business value — cost, risk, governance.

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CLTNHAHealthcare

NHA Certified Laboratory Technician (CLT)

Competency validation for lab procedures, specimen handling and compliance.

◈ Exam-specific knowledge

Specimen collection, lab safety, QA/QC, instrumentation and regulations.

• Specimen Handling
• Safety
• QA/QC
• Regulations

Study tip: Review lab safety and QA documentation exactly.

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S90.20ArcituraArchitecture

Arcitura S90.20 – Advanced SOA Design & Architecture

Advanced SOA architecture, patterns, and service design principles.

◈ Exam-specific knowledge

SOA patterns, service composition, governance, and enterprise integration.

• SOA Patterns
• Composition
• Governance
• Integration

Study tip: Study SOA vs microservices trade-offs.

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CPCAAPCHealthcare

AAPC Certified Professional Coder (CPC)

Medical coding certification for physician and outpatient coding proficiency.

◈ Exam-specific knowledge

ICD-10-CM, CPT, HCPCS, anatomy, compliance and reimbursement.

• ICD-10-CM
• CPT
• HCPCS
• Anatomy

Study tip: Code operative reports under timed conditions.

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700-150CiscoBusiness

Cisco 700-150 – Introduction to Cisco Sales

Cisco sales fundamentals, portfolio and customer engagement concepts.

◈ Exam-specific knowledge

Cisco architectures, customer needs analysis, and solution positioning.

• Portfolio
• Customer Needs
• Positioning
• Sales Process

Study tip: Link each architecture to business outcomes.

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1Z0-342OracleBusiness & ERP

Oracle JD Edwards EnterpriseOne Manufacturing — 1Z0-342

Oracle JD Edwards manufacturing execution and supply chain certification.

◈ Exam-specific knowledge

Manufacturing, product data, shop floor, planning and ERP integration.

• Manufacturing
• Product Data
• Shop Floor
• ERP

Study tip: Map JDE modules to end-to-end flow.

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PSPO-IIScrum.orgAgile & Management

Scrum.org PSPO II – Advanced Product Owner

Advanced Product Owner validating product value, backlog and stakeholder strategy.

◈ Exam-specific knowledge

Product vision, value maximization, stakeholder management, and scaling.

• Product Vision
• Value Mgmt
• Backlog
• Scaling

Study tip: Think outcomes over outputs.

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CMMC-CCACMMCCybersecurity

CMMC Certified Assessor (CCA)

Cybersecurity Maturity Model Certification assessor for defense industrial base.

◈ Exam-specific knowledge

CMMC levels, domains, assessment methodology, scoping and evidence handling.

• Levels
• Domains
• Assessment
• Evidence

Study tip: Master practices vs processes vs objectives.

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PMI-CPMAIPMIAgile & Business

PMI Citizen Developer – PMI-CPMAI

PMI certification for citizen development and low-code business analysis.

◈ Exam-specific knowledge

AI concepts, citizen developer framework, governance, and process automation.

• Citizen Dev
• Low-Code
• Governance
• Automation

Study tip: Understand AI lifecycle and human-in-loop governance.

twiki.cern.ch/twiki/bin/view/Cloud/Accelerate...View Resource →

Databricks-Generative-AI-Engineer-AssociateDatabricksAI & Data

Databricks Generative AI Engineer Associate

Building LLM applications on Databricks with governance and evaluation.

◈ Exam-specific knowledge

LLM fundamentals, RAG, vector search, prompt engineering, MLflow and governance.

• LLM
• RAG
• Vector Search
• MLflow

Study tip: Practice RAG chunking and evaluation metrics.

twiki.cern.ch/twiki/bin/view/Cloud/Newly...View Resource →

SC-401MicrosoftCybersecurity

Microsoft SC-401 – Information Security Administrator

Microsoft security administration for information protection and compliance.

◈ Exam-specific knowledge

Microsoft Purview, DLP, retention, sensitivity labels and insider risk.

• Purview
• DLP
• Retention
• Insider Risk

Study tip: Lab Purview labels and DLP precedence.

twiki.cern.ch/twiki/bin/view/Cloud/Get-SC-401...View Resource →

AD0-E720AdobeDevelopment

Adobe AD0-E720 – Commerce Front-End Developer

Adobe Commerce front-end development and theme customization.

◈ Exam-specific knowledge

PWA Studio, layout XML, Knockout.js, styling and performance optimization.

• PWA Studio
• Layout XML
• Knockout
• Performance

Study tip: Override themes without editing core.

twiki.cern.ch/twiki/bin/view/Cloud/Download...View Resource →

A00-250SASData & Analytics

SAS A00-250 – Platform Administration

SAS platform administration, deployment and operational management.

◈ Exam-specific knowledge

SAS architecture, servers, security, logging, backup and monitoring.

• SAS Arch
• Servers
• Security
• Monitoring

Study tip: Understand metadata vs workspace server roles.

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102-500LPIInfrastructure

LPI LPIC-1 102-500 – Linux Administrator

Linux administration covering shell, scripting, networking and maintenance.

◈ Exam-specific knowledge

Shell scripting, GUI, networking, security and system services.

• Shell Scripting
• Networking
• Security
• Services

Study tip: Practice bash and systemd hands-on.

twiki.cern.ch/twiki/bin/view/Cloud/Real-102...View Resource →

BPM-001BPM InstituteBusiness & Process

BPM 001 – Business Process Management Professional

Business process modeling, analysis and improvement methodologies.

◈ Exam-specific knowledge

BPMN, process analysis, design, automation and governance.

• BPMN
• Process Analysis
• Design
• Automation

Study tip: Draw BPMN diagrams and critique efficiency gaps.

twiki.cern.ch/twiki/bin/view/Cloud/Premium-BPM...View Resource →

L5M15CIPSBusiness & Procurement

CIPS L5M15 – Advanced Negotiation

Advanced procurement negotiation strategies and commercial management.

◈ Exam-specific knowledge

Negotiation planning, power dynamics, contract law and relationship management.

• Negotiation
• Contracts
• Power Dynamics
• Relationship

Study tip: Role-play BATNA/ZOPA and concession strategy.

twiki.cern.ch/twiki/bin/view/Cloud/Pass-L5M15...View Resource →

Apple-Device-SupportAppleIT Support

Apple Device Support

Apple support certification for diagnosing and troubleshooting Apple devices and OS.

◈ Exam-specific knowledge

macOS/iOS troubleshooting, hardware diagnostics, networking, MDM and recovery.

• macOS
• iOS
• Diagnostics
• MDM

Study tip: Study Apple Configurator and recovery steps.

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Terraform-Associate-004HashiCorpInfrastructure & DevOps

HashiCorp Terraform Associate (004)

Infrastructure as code with Terraform for provisioning and collaboration.

◈ Exam-specific knowledge

HCL, state, modules, functions, workflows and Terraform Cloud.

• HCL
• State
• Modules
• Terraform Cloud

Study tip: Master state and module composition.

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CPA-21-02CPAHealthcare & Compliance

CPA 21-02 – Provider Credentialing

Provider credentialing and compliance for healthcare administration.

◈ Exam-specific knowledge

Credentialing standards, primary source verification, compliance and payer enrollment.

• Credentialing
• Verification
• Compliance
• Enrollment

Study tip: Understand NCQA and payer requirements.

fontstruct.com/fontstructions/show/2934282...View Resource →

CBDAIIBAData & Business

IIBA CBDA – Business Data Analytics

Business data analytics certification for data-driven decision making.

◈ Exam-specific knowledge

Analytics lifecycle, stakeholder analysis, data preparation and visualization.

• Analytics Lifecycle
• Stakeholder
• Data Prep
• Visualization

Study tip: Frame business questions before choosing techniques.

fontstruct.com/fontstructions/show/2934286...View Resource →

C1000-065IBMData & Analytics

IBM C1000-065 – Cognos Analytics Developer

IBM Cognos Analytics development for reports, dashboards and data modeling.

◈ Exam-specific knowledge

Report authoring, dashboards, data modules, Framework Manager and security.

• Report Authoring
• Dashboards
• Framework
• Security

Study tip: Build relational and dimensional reports.

fontstruct.com/fontstructions/show/2934287...View Resource →

312-96EC-CouncilCybersecurity

EC-Council 312-96 – ECIH Incident Handling

ECIH validates incident handling, containment and recovery procedures.

◈ Exam-specific knowledge

Incident classification, handling steps, forensics basics, risk and BCP.

• Incident Handling
• Containment
• Forensics
• BCP

Study tip: Memorize the incident handling lifecycle.

fontstruct.com/fontstructions/show/2934289...View Resource →

1Z0-116OracleData & Security

Oracle 1Z0-116 – Database Security Administration

Oracle database security configuration, auditing and compliance.

◈ Exam-specific knowledge

Database Vault, auditing, encryption, privilege analysis and compliance.

• Vault
• Auditing
• Encryption
• Privileges

Study tip: Lab unified auditing and Vault realms.

fontstruct.com/fontstructions/show/2934290...View Resource →

ARC-801SalesforceArchitecture

Salesforce ARC-801 – Design and Implementation Specialist

Salesforce architecture design and implementation governance.

◈ Exam-specific knowledge

Salesforce platform architecture, integration, identity and governance strategies.

• Platform Arch
• Integration
• Identity
• Governance

Study tip: Study well-architected trade-offs.

fontstruct.com/fontstructions/show/2934291...View Resource →

MCEAdobeMarketing

Marketo Certified Expert (MCE)

Expert-level Marketo marketing automation and campaign management.

◈ Exam-specific knowledge

Smart campaigns, lead management, tokens, analytics and advanced administration.

• Smart Campaigns
• Lead Mgmt
• Tokens
• Analytics

Study tip: Practice campaign flow logic and tokens.

fontstruct.com/fontstructions/show/2934293...View Resource →

IIBA-AACIIBAAgile & Business

IIBA Agile Analysis Certification (AAC)

Agile business analysis emphasizing value, collaboration and iterative delivery.

◈ Exam-specific knowledge

Agile mindset, requirements lifecycle, stakeholder engagement and team performance.

• Agile Mindset
• Requirements
• Stakeholders
• Iteration

Study tip: Deliver value incrementally, not just docs.

molecularcloud.org/p/high-quality-iiba-aac...View Resource →

Sitecore-10-NET-DeveloperSitecoreDevelopment

Sitecore 10 .NET Developer

Sitecore 10 development for .NET, Helix and headless architectures.

◈ Exam-specific knowledge

Sitecore architecture, templates, presentation, SXA/JSS and deployment.

• Sitecore Arch
• Templates
• SXA
• JSS

Study tip: Understand Helix modularity and serialization.

molecularcloud.org/p/sitecore-10-net...View Resource →

GCP-GCXGenesysCollaboration & CX

Genesys Cloud CX — GCP-GCX

Genesys Cloud CX implementation, routing and contact center administration.

◈ Exam-specific knowledge

Architect flows, queues, routing, workforce and integrations.

• Architect
• Queues
• Routing
• WFM

Study tip: Design call flows and queue routing.

molecularcloud.org/p/complete-gcp-gcx...View Resource →

CFPECFPEEngineering & Safety

Certified Fire Protection Engineer (CFPE)

Fire protection engineering covering design, safety systems and codes.

◈ Exam-specific knowledge

Fire dynamics, suppression systems, alarm design, NFPA codes and risk evaluation.

• Fire Dynamics
• Suppression
• Alarms
• NFPA

Study tip: Apply NFPA codes to design scenarios.

molecularcloud.org/p/latest-cfpe-dumps...View Resource →

MB-800MicrosoftBusiness & ERP

Microsoft MB-800 – Dynamics 365 Business Central

Dynamics 365 Business Central setup, finance and operations.

◈ Exam-specific knowledge

Business Central setup, financials, sales/purchase, operations and integration.

• Business Central
• Financials
• Sales/Purchase
• Integration

Study tip: Lab company setup and posting groups.

molecularcloud.org/p/mb-800-exam-dumps...View Resource →

Associate-Google-Workspace-AdministratorGoogle CloudCloud & Collaboration

Associate Google Workspace Administrator

Google Workspace administration for users, services, security and mail flow.

◈ Exam-specific knowledge

Admin console, users/OUs, Drive sharing, Meet, Gmail routing and endpoint management.

• Admin Console
• Users/OUs
• Drive
• Gmail Routing

Study tip: Master OU inheritance — it drives policy.

molecularcloud.org/p/best-value-associate...View Resource →

Development-Lifecycle-and-Deployment-ArchitectSalesforceArchitecture

Salesforce Development Lifecycle and Deployment Architect

Salesforce ALM, DevOps, and deployment architecture expertise.

◈ Exam-specific knowledge

ALM, branching, metadata, CI/CD, governance and environment strategy.

• ALM
• CI/CD
• Metadata
• Governance

Study tip: Compare org-based vs package-based model.

molecularcloud.org/p/master-development...View Resource →

D-VXB-DY-A-24DellInfrastructure

Dell VxBlock Deploy Achievement — D-VXB-DY-A-24

Dell VxBlock converged infrastructure deployment and administration.

◈ Exam-specific knowledge

VxBlock architecture, compute/network/storage integration, deployment and lifecycle.

• VxBlock
• Converged Infra
• Deployment
• Lifecycle

Study tip: Study component interdependencies.

molecularcloud.org/p/d-vxb-dy-a-24...View Resource →

ServSafe-ManagerServSafeHospitality & Safety

ServSafe Manager – Food Protection

Food protection manager certification for safety, sanitation and regulatory compliance.

◈ Exam-specific knowledge

HACCP, temperature control, cross-contamination, facilities and regulations.

• HACCP
• Temperature Control
• Sanitation
• Regulations

Study tip: Master time-temperature and HACCP principles.

molecularcloud.org/p/trending-servsafe...View Resource →

701-100LPIInfrastructure & DevOps

LPI 701-100 – DevOps Tools Engineer

DevOps engineer focus on containers, CI/CD, virtualization and cloud automation.

◈ Exam-specific knowledge

Docker, Ansible, Jenkins, orchestration, monitoring and infrastructure automation.

• Docker
• Ansible
• CI/CD
• Monitoring

Study tip: Hands-on with Dockerfiles and playbooks.

molecularcloud.org/p/701-100-exam-dumps...View Resource →

156-582Check PointCybersecurity

Check Point 156-582 – Troubleshooting (CCTA)

Check Point troubleshooting for gateway and security management.

◈ Exam-specific knowledge

Gaia OS, traffic inspection, VPN troubleshooting, logs and advanced diagnostics.

• Gaia
• Inspection
• VPN
• Diagnostics

Study tip: Master fw monitor and SmartLog filtering.

app.talkshoe.com/show/top-rated-2026-156...View Resource →

4A0-AI1NokiaNetworking

Nokia 4A0-AI1 – NSP IP Network Automation

Nokia NSP network automation, SDN and orchestration certification.

◈ Exam-specific knowledge

NSP platform, service automation, telemetry, workflows and intent-based networking.

• NSP
• Automation
• Telemetry
• SDN

Study tip: Understand intent-based vs device-centric scripting.

app.talkshoe.com/show/4a0-ai1-authentic...View Resource →

D-RP-OE-A-24DellData & Storage

Dell RecoverPoint Operate — D-RP-OE-A-24

Dell RecoverPoint operational management for continuous data protection.

◈ Exam-specific knowledge

RecoverPoint architecture, replication, consistency groups and recovery operations.

• RecoverPoint
• Replication
• Consistency Groups
• CDP

Study tip: Study group policies and journal management.

app.talkshoe.com/show/no-1-up-to-date-dell...View Resource →

B2C-Commerce-DeveloperSalesforceDevelopment

Salesforce B2C Commerce Developer

Salesforce B2C Commerce Cloud storefront and business manager development.

◈ Exam-specific knowledge

SFRA, ISML, business manager, data model, OCAPI/SCAPI and cartridges.

• SFRA
• ISML
• Business Manager
• Cartridges

Study tip: Build a custom cartridge.

app.talkshoe.com/show/updated-2026-b2c...View Resource →

SAFe-RTEScaled AgileAgile & Management

SAFe Release Train Engineer (RTE)

Leading Agile Release Trains and program increment execution.

◈ Exam-specific knowledge

ART, PI planning, DevOps, Lean-Agile leadership and program execution.

• ART
• PI Planning
• DevOps
• Program Execution

Study tip: Internalize PI planning and RTE facilitation.

app.talkshoe.com/show/scaled-agile-safe-rte...View Resource →

TCP-SPTIBCOData & Integration

TIBCO TCP-SP – Streaming Professional

TIBCO Streaming (StreamBase) for event processing and streaming analytics.

◈ Exam-specific knowledge

StreamBase architecture, streams, queries, adapters and HA.

• StreamBase
• Event Processing
• Adapters
• HA

Study tip: Design event-driven streaming flows.

app.talkshoe.com/show/authentic-tcp-sp...View Resource →

CPA-RegulationAICPABusiness & Finance

CPA Regulation (REG)

CPA regulation covering taxation, business law and ethics.

◈ Exam-specific knowledge

Federal taxation, business law, entity types and professional ethics.

• Taxation
• Business Law
• Entity Types
• Ethics

Study tip: Practice tax computations and entity distinctions.

app.talkshoe.com/show/cpa-regulation...View Resource →

Professional-Data-EngineerGoogle CloudData & Cloud

Google Professional Data Engineer

Designing and building secure, scalable data processing systems on Google Cloud.

◈ Exam-specific knowledge

BigQuery, Dataflow, Pub/Sub, Dataproc, ML pipelines and governance.

• BigQuery
• Dataflow
• Pub/Sub
• Governance

Study tip: Compare batch vs streaming architectures.

app.talkshoe.com/show/professional-data...View Resource →

300-610CiscoNetworking & Data Center

Cisco 300-610 – DCID — Designing Data Center Infrastructure

Cisco data center design for network, compute, storage and automation.

◈ Exam-specific knowledge

Data center fabric, routing, virtualization, storage networking and automation.

• DC Fabric
• Routing
• Virtualization
• Automation

Study tip: Study VXLAN/EVPN and ACI vs traditional DC.

app.talkshoe.com/show/fresh-2026-300-610...View Resource →

IQ0-100AvayaCollaboration

Avaya IQ0-100 – Experience Platform

Avaya contact center and experience platform configuration.

◈ Exam-specific knowledge

ACES, routing, agent handling, reporting and system integration.

• ACES
• Routing
• Agent Handling
• Reporting

Study tip: Map customer journey to Avaya components.

bestdori.com/community/posts/236608...View Resource →

D-XTR-OE-A-24DellData & Storage

Dell XtremIO Operate — D-XTR-OE-A-24

Dell XtremIO all-flash array operation and administration.

◈ Exam-specific knowledge

XtremIO architecture, provisioning, protection, performance and monitoring.

• XtremIO
• Provisioning
• Protection
• Performance

Study tip: Understand inline efficiencies and protection.

bestdori.com/community/posts/236609...View Resource →

1Z0-1122-25OracleCloud & Data

Oracle 1Z0-1122-25 – Cloud Analytics / Migration

Oracle Cloud Analytics and migration certification for OCI.

◈ Exam-specific knowledge

OCI, OAC, data migration, analytics use cases and service configuration.

• OCI
• OAC
• Migration
• Analytics

Study tip: Practice OAC dataset modeling.

bestdori.com/community/posts/236610...View Resource →

010-111LPIInfrastructure

LPI 010-111 – Linux Essentials

Entry Linux essentials covering command line, OSS and file system basics.

◈ Exam-specific knowledge

Linux community, CLI, file management, permissions and OS basics.

• CLI
• File System
• Permissions
• Commands

Study tip: Live in the terminal until commands are muscle memory.

bestdori.com/community/posts/236611...View Resource →

D-MSS-DS-23DellData & Storage

Dell Midrange Storage Solutions — D-MSS-DS-23

Dell midrange storage portfolio, design and implementation.

◈ Exam-specific knowledge

Unity/Compellent, provisioning, replication, performance and integration.

• Midrange Storage
• Unity
• Replication
• Performance

Study tip: Compare midrange vs enterprise use cases.

bestdori.com/community/posts/236612View Resource →

SOFA-CFEACFEBusiness & Finance

SOFA-CFE / ACFE – Fraud Examination

Fraud examination and forensic accounting covering prevention and law.

◈ Exam-specific knowledge

Fraud schemes, investigation, financial transactions, law and ethics.

• Fraud Schemes
• Investigation
• Financial Tx
• Law

Study tip: Study occupational fraud typologies and red flags.

bestdori.com/community/posts/236613View Resource →

ATA02Blue PrismAutomation & RPA

Blue Prism ATA02 – Designing Process Solutions

Blue Prism RPA solution design for process assessment and architecture.

◈ Exam-specific knowledge

Process assessment, object design, lifecycle, control room and infrastructure.

• RPA
• Process Design
• Object Layer
• Control Room

Study tip: Thin process, rich object principle.

bestdori.com/community/posts/236614...View Resource →

OG0-091The Open GroupArchitecture

The Open Group TOGAF 9 Part 1 — OG0-091

TOGAF 9 foundation covering ADM phases and enterprise architecture concepts.

◈ Exam-specific knowledge

ADM cycle, deliverables, building blocks, and architecture repository.

• TOGAF 9
• ADM
• Building Blocks
• Repository

Study tip: Create flashcards for ADM outputs per phase.

bestdori.com/community/posts/236615...View Resource →

CAMS-FCIACAMSBusiness & Finance

ACAMS CAMS-FCI – Advanced Financial Crimes Investigations

Advanced certification for financial crimes investigation, AML and sanctions.

◈ Exam-specific knowledge

Money laundering, investigations, sanctions, risk and reporting obligations.

• AML
• Investigations
• Sanctions
• Risk

Study tip: Study case typologies and investigation lifecycle.

bestdori.com/community/posts/236616...View Resource →

CTAL-TM_Syll2012ISTQBDevelopment & Testing

ISTQB CTAL-TM Syllabus 2012 – Test Manager

Legacy CTAL-TM syllabus covering advanced test manager competencies.

◈ Exam-specific knowledge

Test planning, stewardship, defect lifecycle, reviews and process improvement.

• Test Planning
• Stewardship
• Defect Lifecycle
• Reviews

Study tip: Note differences between 2012 and current syllabi.

help.fumotousa.com/en-US/Community/Post/39770View Resource →

1Y0-403CitrixCloud & Virtualization

Citrix 1Y0-403 – Virtual Apps and Desktops Administration

Citrix virtual apps and desktops deployment and HDX optimization.

◈ Exam-specific knowledge

Citrix architecture, StoreFront, provisioning, policies and supporting infrastructure.

• Citrix Arch
• StoreFront
• Provisioning
• HDX

Study tip: Understand MCS/PVS provisioning choices.

help.fumotousa.com/en-US/Community/Post/39771View Resource →

500-420CiscoObservability & DevOps

Cisco 500-420 – AppDynamics Associate

Cisco AppDynamics observability and application performance monitoring.

◈ Exam-specific knowledge

APM, instrumentation, business transactions, troubleshooting and dashboards.

• APM
• Instrumentation
• Transactions
• Dashboards

Study tip: Practice health rules and slow-transaction diagnosis.

help.fumotousa.com/en-US/Community/Post/39772View Resource →

CFE-LawACFEBusiness & Finance

ACFE CFE – Law (CFE-Law)

CFE Law section: legal elements of fraud, evidence, and criminal/civil systems.

◈ Exam-specific knowledge

Legal systems, evidence handling, fraud statutes, and role of law in examinations.

• Legal Systems
• Evidence
• Fraud Statutes
• Procedure

Study tip: Link each fraud scheme to legal violation and evidence.

help.fumotousa.com/en-US/Community/Post/39773View Resource →

4A0-106NokiaNetworking

Nokia 4A0-106 – Virtual Private Routed Networks (VPRN)

Nokia VPRN and Layer 3 MPLS VPN services on SR OS.

◈ Exam-specific knowledge

VPRN configuration, MP-BGP, routing instances and 2547bis architecture.

• VPRN
• MP-BGP
• Routing Instances
• MPLS VPN

Study tip: Diagram MP-BGP update flow for VPRN routes.

help.fumotousa.com/en-US/Community/Post/39774View Resource →

SPLK-3002SplunkData & Analytics

Splunk SPLK-3002 – IT Service Intelligence

Splunk ITSI administration for service monitoring and glass tables.

◈ Exam-specific knowledge

ITSI architecture, services, KPIs, entities, glass tables and adaptive thresholding.

• ITSI
• KPIs
• Services
• Glass Tables

Study tip: Understand service dependency and KPI importance.

help.fumotousa.com/en-US/Community/Post/39776View Resource →

CIMAPRO19-CS3-1CIMABusiness & Finance

CIMA CIMAPRO19-CS3-1 – Strategic Case Study

CIMA strategic case study integrating finance, risk and strategy.

◈ Exam-specific knowledge

Enterprise strategy, financial management, risk and case application.

• Enterprise Strategy
• Financial Mgmt
• Risk
• Case Analysis

Study tip: Practice applying three pillars to unseen cases.

help.fumotousa.com/en-US/Community/Post/39777View Resource →

API-SIEEAPIEngineering & Safety

API SIEE – Source Inspector Electrical Equipment

API inspector for electrical equipment in hazardous environments.

◈ Exam-specific knowledge

Electrical systems, standards, inspection techniques, safety and documentation.

• Electrical Systems
• Standards
• Inspection
• Safety

Study tip: Study hazardous area classifications.

help.fumotousa.com/en-US/Community/Post/39778View Resource →

156-560Check PointCybersecurity

Check Point 156-560 – Life Cycle Services

Check Point life cycle and troubleshooting services for enterprise gateways.

◈ Exam-specific knowledge

Life cycle deployment, policy management, logs, upgrades and support services.

• Life Cycle
• Policy Mgmt
• Logs
• Upgrades

Study tip: Review upgrade paths and backup-restore.

help.fumotousa.com/en-US/Community/Post/39779View Resource →