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Azure Administrator

AZ-104

Implement, manage, and monitor Azure environments including compute, storage, and networking. Master essential Azure administration skills.

150 Questions
~100 min exam
Intermediate Level

Key Topics Covered:

  • Manage Azure Identities & Governance (15-20%)
  • Implement & Manage Storage (15-20%)
  • Deploy & Manage Azure Compute (20-25%)
  • Configure & Manage Virtual Networking (20-25%)
  • Monitor & Maintain Azure Resources (10-15%)
✓ Multiple Choice ✓ Multi-Select ✓ True/False ✓ Scenario Based

Azure Developer Associate

AZ-204

Design, build, test, and maintain cloud applications and services on Microsoft Azure. Master development patterns and practices.

150 Questions
~120 min exam
Intermediate Level

Key Topics Covered:

  • Develop Azure Compute Solutions (25-30%)
  • Develop for Azure Storage (15-20%)
  • Implement Azure Security (20-25%)
  • Monitor, Troubleshoot & Optimize (15-20%)
  • Connect to and Consume Azure Services (15-20%)
✓ Multiple Choice ✓ Multi-Select ✓ True/False ✓ Scenario Based

Azure Security Engineer Associate

AZ-500

Implement security controls and threat protection, manage identity and access, and protect data, applications, and networks in Azure.

150 Questions
~120 min exam
Intermediate Level

Key Topics Covered:

  • Manage Identity & Access (25-30%)
  • Secure Networking (20-25%)
  • Secure Compute, Storage & Databases (20-25%)
  • Manage Security Operations (25-30%)
✓ Multiple Choice ✓ Multi-Select ✓ True/False ✓ Scenario Based

Azure Solutions Architect Expert

AZ-305

Design infrastructure solutions including compute, network, storage, and security. Master architectural best practices for enterprise-scale.

150 Questions
~120 min exam
Advanced Level

Key Topics Covered:

  • Design Identity, Governance & Monitoring (25-30%)
  • Design Data Storage Solutions (25-30%)
  • Design Business Continuity Solutions (10-15%)
  • Design Infrastructure Solutions (30-35%)
✓ Multiple Choice ✓ Multi-Select ✓ True/False ✓ Scenario Based

DevOps Engineer Expert

AZ-400

Design and implement strategies for collaboration, code, infrastructure, source control, security, compliance, continuous integration, and delivery.

150 Questions
~120 min exam
Advanced Level

Key Topics Covered:

  • Configure Processes & Communications (10-15%)
  • Design & Implement Source Control (15-20%)
  • Build & Release Strategy (40-45%)
  • Develop Security & Compliance Plan (10-15%)
  • Implement Instrumentation Strategy (10-15%)
✓ Multiple Choice ✓ Multi-Select ✓ True/False ✓ Scenario Based

Azure Network Engineer

AZ-700

Design, implement, and maintain Azure networking solutions including hybrid networking, connectivity, routing, security, and private access to Azure services.

150 Questions
~120 min exam
Associate Level

Key Topics Covered:

  • Design & Implement Core Networking (20-25%)
  • Design & Implement Routing (25-30%)
  • Secure & Monitor Networks (15-20%)
  • Design & Implement Private Access (10-15%)
✓ Multiple Choice ✓ Scenario Based ✓ Hotspot ✓ Matching

Windows Server Hybrid Admin

AZ-800

Configure and manage Windows Server on-premises, hybrid, and cloud environments including identity, networking, storage, and compute resources.

150 Questions
~120 min exam
Associate Level

Key Topics Covered:

  • Deploy & Manage AD DS (30-35%)
  • Manage Windows Servers & Workloads (10-15%)
  • Manage Hyper-V & VMs (20-25%)
  • Implement & Manage Hybrid Solutions (10-15%)
✓ Multiple Choice ✓ Scenario Based ✓ Configuration Tasks ✓ Troubleshooting
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Windows Server Hybrid Admin

AZ-801

Build, secure, and manage Windows Server hybrid solutions including identity, networking, storage, and compute across on-premises and Azure.

150 Questions
~120 min exam
Associate Level

Core Topics:

  • Secure Windows Server workloads
  • Implement hybrid networking
  • Manage identity & access
  • Monitor and troubleshoot
✓ Multiple Choice ✓ Scenario Based ✓ Troubleshooting ✓ Security

Azure Virtual Desktop

AZ-140

Plan, deploy, and manage Azure Virtual Desktop including host pools, session hosts, identity, networking, and FSLogix profiles.

150 Questions
~120 min exam
Specialty

Core Topics:

  • Plan and implement AVD
  • Manage networking and access
  • Configure FSLogix profiles
  • Monitor, troubleshoot, and optimize
✓ Multiple Choice ✓ Scenario Based ✓ Networking ✓ Identity

Azure AI Fundamentals

AI-900

Master fundamental concepts of AI, machine learning, and Azure AI services including computer vision, natural language processing, and conversational AI.

131 Questions
~45 min exam
Fundamentals

Core Topics:

  • AI workloads and concepts
  • Computer Vision & NLP
  • Machine Learning principles
  • Responsible AI practices
  • Azure AI Services
✓ Multiple Choice ✓ Scenarios ✓ Matching ✓ True/False

Azure AI Engineer Associate

AI-102

Design and implement Azure AI solutions including conversational AI, computer vision, natural language processing, and responsible AI practices.

150 Questions
~120 min exam
Associate Level

Core Topics:

  • Plan and manage an Azure AI solution
  • Natural language processing
  • Computer vision
  • Knowledge mining
  • Generative AI basics & responsible AI
✓ Scenario Based ✓ Azure AI Services ✓ NLP ✓ Vision

Azure Data Engineer

DP-203

Design and implement data storage solutions, data processing pipelines, and data security using Azure Synapse Analytics, Azure Data Factory, Azure Databricks, and Azure Data Lake.

150 Questions
~180 min exam
Associate Level

Core Topics:

  • Data Storage Solutions
  • Data Processing with Spark
  • Azure Synapse Analytics
  • Data Factory Pipelines
  • Stream Analytics & Event Hubs
✓ Scenario Based ✓ Pipeline Design ✓ Performance Tuning ✓ Security

Azure Data Scientist Associate

DP-100

Build, train, and deploy machine learning solutions on Azure using Azure Machine Learning. Focus on data preparation, model training, and ML operations.

150 Questions
~120 min exam
Associate Level

Core Topics:

  • Azure ML workspace and resources
  • Data preparation and feature engineering
  • Model training and evaluation
  • Deploy models and manage endpoints
  • Responsible ML and monitoring
✓ ML Pipelines ✓ Deployment ✓ Monitoring ✓ Responsible AI

Azure Database Administrator

DP-300

Implement and manage operational aspects of cloud-native and hybrid data platform solutions built on Azure SQL Database, Azure SQL Managed Instance, and SQL Server on Azure VMs.

150 Questions
~180 min exam
Associate Level

Core Topics:

  • SQL Server Deployment & Migration
  • High Availability & Disaster Recovery
  • Performance Monitoring & Optimization
  • Security & Compliance
  • Automation & Maintenance
✓ Administration Tasks ✓ Query Optimization ✓ Backup & Recovery ✓ Monitoring

Azure Cosmos DB Developer

DP-420

Design, implement, and optimize cloud-native applications using Azure Cosmos DB including data modeling, partitioning, performance, and security.

150 Questions
~120 min exam
Associate Level

Core Topics:

  • Design and implement data models
  • Partitioning and scalability
  • Query and indexing strategies
  • Performance and cost optimization
  • Security, backups, and monitoring
✓ Data Modeling ✓ Partitioning ✓ Performance ✓ Security

Security, Compliance & Identity Fundamentals

SC-900

Learn the fundamentals of security, compliance, and identity across Microsoft cloud services including Microsoft Entra, Defender, and Purview.

150 Questions
~60 min exam
Fundamentals
✓ Identity ✓ Compliance ✓ Defender ✓ Zero Trust

Security Operations Analyst

SC-200

Mitigate threats using Microsoft Defender, Microsoft Sentinel, and Microsoft security solutions. Focus on incident response and threat hunting.

150 Questions
~120 min exam
Associate Level
✓ Sentinel ✓ Defender ✓ Incidents ✓ Threat Hunting

Identity & Access Administrator

SC-300

Implement identity and access management solutions using Microsoft Entra ID, including authentication, authorization, and access governance.

150 Questions
~120 min exam
Associate Level
✓ Entra ID ✓ Conditional Access ✓ Governance ✓ Identity Protection

Cybersecurity Architect

SC-100

Design and evolve cybersecurity strategy and architectures using Zero Trust principles across identity, endpoints, apps, data, and infrastructure.

150 Questions
~120 min exam
Expert Level
✓ Zero Trust ✓ Architecture ✓ Governance ✓ Strategy

Power Platform Fundamentals

PL-900

Learn the fundamentals of Microsoft Power Platform: Power BI, Power Apps, Power Automate, and Power Virtual Agents, plus Dataverse basics.

150 Questions
~60 min exam
Fundamentals
✓ Power BI ✓ Power Apps ✓ Power Automate ✓ Dataverse

Power BI Data Analyst

PL-300

Prepare, model, visualize, and analyze data using Power BI. Build reports and dashboards and manage workspaces and datasets.

150 Questions
~100 min exam
Associate Level
✓ Data Modeling ✓ DAX ✓ Visualization ✓ Governance
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Power Platform App Maker

PL-100

Build Power Apps and automate processes with Power Automate. Create solutions with Dataverse, connectors, and basic app lifecycle practices.

150 Questions
~120 min exam
Associate Level
✓ Power Apps ✓ Power Automate ✓ Dataverse ✓ Connectors
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Power Platform Functional Consultant

PL-200

Discover and implement Power Platform solutions using Power Apps, Power Automate, Power BI, and Dataverse including integrations and solution management.

150 Questions
~120 min exam
Associate Level
✓ Requirements ✓ Integrations ✓ Solutions ✓ Governance
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Power Platform Developer

PL-400

Design, develop, secure, and troubleshoot Power Platform solutions including Dataverse, integrations, Power Apps, and Power Automate.

150 Questions
~120 min exam
Associate Level
✓ Dataverse ✓ ALM ✓ Integrations ✓ Security

Power Automate RPA Developer

PL-500

Automate business processes with Power Automate and Power Automate for desktop. Build RPA solutions, integrate systems, and manage deployments.

150 Questions
~120 min exam
Associate Level
✓ RPA ✓ Desktop Flows ✓ Integrations ✓ Governance
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Power Platform Solution Architect

PL-600

Lead successful implementations and design solution architectures for Power Platform and Dynamics 365 integrations, governance, security, and ALM.

150 Questions
~120 min exam
Expert Level
✓ Architecture ✓ Governance ✓ ALM ✓ Integrations
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Professional Cloud Architect

GCP PCA

Design, plan, and manage secure, scalable, and highly available solutions on Google Cloud. Focus on landing zones, networking, security, reliability, and cost optimization.

200 Questions
~120 min exam
Expert Level

Core Topics:

  • Landing zone & org governance
  • Networking & hybrid connectivity
  • Security, IAM & compliance
  • Reliability & disaster recovery
  • Data, operations & cost optimization
✓ Architecture Scenarios ✓ Best Practices ✓ Security Focus ✓ Reliability

Cloud Digital Leader

GCP CDL

Build foundational cloud knowledge for Google Cloud: core products, security basics, operations, and billing fundamentals.

150 Questions
~90 min exam
Foundational

Core Topics:

  • Cloud concepts & shared responsibility
  • Core Google Cloud products
  • Security basics
  • Operations & reliability
  • Billing & cost optimization
✓ Fundamentals ✓ Product Overview ✓ Security Basics ✓ Billing

Associate Cloud Engineer

GCP ACE

Deploy and manage Google Cloud solutions: compute, networking, storage, IAM, and operational troubleshooting.

150 Questions
~120 min exam
Associate Level

Core Topics:

  • Projects, IAM & billing
  • Compute (GCE/GKE/serverless)
  • Storage & databases
  • VPC networking & load balancing
  • Operations & troubleshooting
✓ Hands-on ✓ Operations ✓ Networking ✓ Security

Professional Cloud Developer

GCP PCD

Build secure, scalable cloud-native apps with CI/CD, observability, and managed services on Google Cloud.

150 Questions
~120 min exam
Professional

Core Topics:

  • Cloud-native design (events/APIs)
  • CI/CD & release
  • Data services
  • Security & secrets
  • Observability & performance
✓ Cloud Run✓ CI/CD✓ Security✓ Observability

Professional Cloud DevOps Engineer

GCP PC DevOps

Implement CI/CD, SRE practices, monitoring, and reliable delivery automation for Google Cloud workloads.

150 Questions
~120 min exam
Professional

Core Topics:

  • CI/CD pipelines
  • SLOs & incident response
  • IaC & automation
  • Secure delivery
  • Cost optimization
✓ SRE✓ CI/CD✓ IaC✓ Monitoring

Professional Cloud Security Engineer

GCP PCSE

Design and implement secure infrastructure, identity, data protection, and threat detection on Google Cloud.

150 Questions
~120 min exam
Professional

Core Topics:

  • IAM & org policy
  • Data protection & KMS
  • Network security
  • Threat detection
  • Compliance & auditing
✓ IAM✓ KMS✓ SCC✓ Compliance

Professional Cloud Network Engineer

GCP PCNE

Design and operate VPC networking, load balancing, hybrid connectivity, DNS, and network security at scale.

150 Questions
~120 min exam
Professional

Core Topics:

  • VPC design & routing
  • Load balancing & CDN
  • Hybrid connectivity
  • DNS & name resolution
  • Network security & ops
✓ VPC✓ LB/CDN✓ Hybrid✓ DNS

Professional Data Engineer

GCP PDE

Design and operationalize data processing systems with pipelines, governance, security, and analytics performance.

150 Questions
~120 min exam
Professional

Core Topics:

  • Batch & streaming pipelines
  • Storage & governance
  • BigQuery & databases
  • Security & compliance
  • Operations & quality
✓ BigQuery✓ Dataflow✓ Dataplex✓ Security

Professional Machine Learning Engineer

GCP PMLE

Design and productionize ML systems with Vertex AI, data pipelines, model monitoring, and responsible AI.

150 Questions
~120 min exam
Professional

Core Topics:

  • ML design & data
  • Feature engineering
  • Training at scale
  • Serving & monitoring
  • Responsible AI
✓ Vertex AI✓ Pipelines✓ MLOps✓ Monitoring

Professional Cloud Database Engineer

GCP PCDBE

Choose, migrate, secure, and operate databases on Google Cloud across relational, NoSQL, and globally distributed options.

150 Questions
~120 min exam
Professional

Core Topics:

  • Database selection
  • Migration & replication
  • Performance tuning
  • Security & auditing
  • HA/DR
✓ Cloud SQL✓ Spanner✓ DMS✓ HA/DR

Professional Workspace Administrator

GCP PWA

Administer Google Workspace: identity, security controls, Gmail, Drive sharing governance, and endpoint policies.

150 Questions
~120 min exam
Professional

Core Topics:

  • Identity, groups & SSO
  • Security controls & DLP
  • Gmail routing & compliance
  • Drive governance
  • Endpoint management
✓ Identity✓ DLP✓ Vault✓ Devices

Professional Google Cloud Developer

GCP PGCD

Modern application development on Google Cloud: cloud-native architecture, APIs, secure delivery, and observability.

150 Questions
~120 min exam
Professional

Core Topics:

  • Cloud-native architecture
  • API management & integration
  • Delivery pipelines
  • Security & policy
  • Observability
✓ APIs✓ Events✓ CI/CD✓ Security
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Generative AI Leader

GCP GenAI Leader

Lead generative AI initiatives with Google Cloud — foundation models, Gemini, Vertex AI, adoption strategy, business value, and responsible AI.

25 Questions
~90 min exam
Foundational
✓ Gemini✓ Vertex AI✓ Strategy✓ Responsible AI

AWS Cloud Practitioner

CLF-C02

Build foundational knowledge of AWS Cloud concepts, core services, security, and pricing.

150 Questions
~90 min exam
Foundational

AWS Solutions Architect

SAA-C03

Design secure, resilient, high-performing, cost-optimized architectures on AWS.

150 Questions
~130 min exam
Associate

AWS Developer

DVA-C02

Build and deploy applications on AWS using compute, storage, databases, and event-driven patterns.

150 Questions
~130 min exam
Associate

AWS SysOps Administrator

SOA-C02

Operate and manage workloads on AWS, focusing on monitoring, automation, and reliability.

150 Questions
~130 min exam
Associate

AWS Security Specialty

SCS-C02

Design and implement security solutions in AWS, including identity, logging, detection, and data protection.

150 Questions
~170 min exam
Specialty

AWS Advanced Networking

ANS-C01

Design and implement AWS and hybrid networking, including routing, security, and performance.

150 Questions
~170 min exam
Specialty

AWS Data Analytics

DAS-C01

Design and maintain analytics solutions on AWS using streaming, batch, and warehousing services.

150 Questions
~180 min exam
Specialty

AWS Database Specialty

DBS-C01

Select, design, and operate database solutions on AWS including relational and NoSQL services.

150 Questions
~180 min exam
Specialty

AWS ML Specialty

MLS-C01

Build, train, tune, deploy, and monitor machine learning solutions on AWS.

150 Questions
~180 min exam
Specialty

AWS ML Engineer Associate

MLA-C01 - Retiring

Legacy MLA-C01 preparation retained for enrolled learners. New learners should use the current successor path.

30 Questions
~130 min exam
Associate
✓ SageMaker✓ MLOps✓ Deployment✓ Monitoring

Databricks GenAI Engineer

GenAI Engineer Associate

Design and deploy production LLM applications on Databricks — RAG, Mosaic AI, Vector Search, Model Serving, evaluation, and Unity Catalog governance.

20 Questions
~90 min exam
Associate
✓ RAG✓ Mosaic AI✓ Vector Search✓ MLflow

NVIDIA GenAI LLMs

NCA-GENL

Develop, optimize, and deploy LLM solutions with the NVIDIA stack — Transformers, prompt engineering, NeMo, TensorRT-LLM, NIM, RAG, and responsible AI.

20 Questions
~60 min exam
Associate
✓ NeMo✓ TensorRT-LLM✓ NIM✓ RAG

CISSP

ISC² CISSP

The gold standard for senior security professionals. Covers all 8 CISSP domains including security & risk management, asset security, cryptography, network security, and software development security.

150 Questions
~180 min exam
Expert Level

8 CISSP Domains:

  • Security & Risk Management
  • Asset Security & Cryptography
  • Network & Communications Security
  • Identity & Access Management
  • Software Development Security
✓ CAT Exam✓ Scenario✓ 5-yr Experience

CISM

ISACA CISM

Management-focused security certification for professionals managing enterprise information security programs. Covers governance, risk management, incident response, and program development.

150 Questions
~240 min exam
Management Level
✓ Governance✓ Risk Mgmt✓ IR Planning

CCSP

ISC² CCSP

Cloud security expertise aligned to ISC². Covers cloud concepts & architecture, data security, platform & infrastructure security, application security, operations, and legal & compliance.

150 Questions
~180 min exam
Expert Level
✓ Cloud Security✓ Compliance✓ Architecture

Kubernetes App Developer

CKAD

CNCF performance-based exam for developers building and deploying applications on Kubernetes. Focus on workloads, configuration, observability, and application design patterns.

150 Questions
~120 min exam
Intermediate
✓ Deployments✓ ConfigMaps✓ Probes✓ RBAC

Terraform Associate

TA-003

HashiCorp's official Infrastructure as Code certification. Master HCL syntax, Terraform workflow, state management, modules, workspaces, and Terraform Cloud/Enterprise.

150 Questions
~60 min exam
Associate

Core Topics:

  • IaC concepts & Terraform workflow
  • HCL syntax, variables, outputs
  • Modules & state management
  • Terraform Cloud / Enterprise
✓ HCL Code✓ State✓ Modules✓ Workspaces

Docker Certified Associate

DCA

Validate your Docker skills: image building, container management, Docker Compose, networking, volumes, registry, and Docker Swarm orchestration.

150 Questions
~90 min exam
Associate
✓ Containers✓ Compose✓ Swarm✓ Networking

CompTIA Network+

N10-009

Vendor-neutral networking fundamentals covering the OSI model, TCP/IP, Ethernet, wireless, network security, troubleshooting, and cloud networking aligned to N10-009 (2024).

150 Questions
~90 min exam
Entry-Intermediate

N10-009 Domains:

  • Networking Concepts (23%)
  • Network Implementation (19%)
  • Network Operations (17%)
  • Network Security (20%)
  • Network Troubleshooting (21%)
✓ OSI/TCP/IP✓ Routing✓ Wireless✓ Subnetting

Cisco CCNA

200-301

Cisco's foundational networking certification. Master IP routing, switching, VLANs, STP, OSPF, ACLs, NAT, wireless, network security, and automation with Cisco IOS.

150 Questions
~120 min exam
Associate
✓ Routing/Switching✓ OSPF✓ VLANs✓ Security

RHCSA

EX200

Red Hat's foundational Linux system administration certification. Performance-based exam covering file systems, user management, SELinux, systemd, networking, shell scripting, and containers.

150 Questions
~180 min exam
Intermediate
✓ SELinux✓ systemd✓ Shell✓ Containers

CompTIA Linux+

XK0-005

Vendor-neutral Linux administration certification. Covers system administration, security, scripting & automation, troubleshooting, and GitOps/containers in a modern Linux environment.

150 Questions
~90 min exam
Intermediate
✓ Bash Scripting✓ Security✓ Containers

CompTIA A+

220-1101 / 220-1102

The most recognized IT entry-level certification. Core 1 covers mobile devices, networking, hardware, virtualization. Core 2 covers Windows OS, security, software troubleshooting.

150 Questions
~90 min per exam
Beginner

Core Topics:

  • Hardware & troubleshooting
  • Networking & mobile devices
  • Windows OS administration
  • Security & software
✓ Hardware✓ OS✓ Security✓ PBQ

Google IT Support

Google Professional Certificate

Google's IT support professional certificate — perfect for career changers. Covers technical support fundamentals, networking, Linux, system administration, IT security, and enterprise IT.

150 Questions
Self-Paced
Entry Level
✓ IT Fundamentals✓ Linux✓ Networking

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