Short practice sets built for fast reps

CompTIA Tech+ (FC0-U71)

• IT Foundations Starter Set

  Focus: Tech concepts and terminology

  15 introductory questions on core IT concepts and troubleshooting. Focus: Tech concepts and terminology.

• Core Concepts Check Set

  Focus: Infrastructure

  20 intermediate questions on networking, security, and troubleshooting fundamentals. Focus: Infrastructure.

CompTIA A+ (220-1201)

• Hardware Basics Set

  Focus: Mobile Devices

  15 starter questions on hardware and peripherals. Focus: Mobile Devices.

• Troubleshooting Workflows Set

  Focus: Networking

  20 intermediate questions on hardware diagnostics and escalation steps. Focus: Networking.

CompTIA A+ (220-1202)

• OS + Security Starter Set

  Focus: Operating systems

  15 starter questions on OS and endpoint security. Focus: Operating systems.

• Operations and Hardening Set

  Focus: Security

  20 intermediate questions on endpoint hardening and support operations. Focus: Security.

CompTIA Network+ (N10-009)

• Networking Foundations Set

  Focus: Networking concepts

  15 questions on addressing, protocols, and troubleshooting. Focus: Networking concepts.

• Routing and Resilience Set

  Focus: Network implementation

  20 intermediate questions on routing behavior, redundancy, and performance issues. Focus: Network implementation.

CompTIA Security+ (SY0-701)

• Threats and Response Set

  Focus: General security concepts

  15 questions covering detection and response fundamentals. Focus: General security concepts.

• Architecture and Governance Set

  Focus: Threats, vulnerabilities, and mitigations

  20 intermediate questions on secure architecture, controls, and governance workflows. Focus: Threats, vulnerabilities, and mitigations.

CompTIA Server+ (SK0-005)

• Server Hardware and Storage Set

  Focus: Server Hardware Installation and Management

  15 starter questions on server hardware, RAID configurations, and storage technologies. Focus: Server Hardware Installation and Management.

• Virtualization and Hardening Set

  Focus: Server Administration

  20 intermediate questions on hypervisors, server hardening, and disaster recovery. Focus: Server Administration.

CompTIA Linux+ (XK0-006)

• Linux Admin Core Set

  Focus: System Management

  15 starter questions on Linux administration and command-line basics. Focus: System Management.

• Automation and Security Set

  Focus: Services and User Management

  20 intermediate questions on scripting, permissions, and system hardening. Focus: Services and User Management.

CompTIA Data+ (DA0-002)

• Data Analytics v2 Starter Set

  Focus: Data concepts and environments

  15 starter questions on data governance, ETL, and BI fundamentals. Focus: Data concepts and environments.

• AI and Advanced Analytics Set

  Focus: Data acquisition and preparation

  20 intermediate questions on AI-driven analytics, data quality, and statistical methods. Focus: Data acquisition and preparation.

CompTIA DataSys+ (DS0-001)

• Database Admin Core Set

  Focus: Database Fundamentals

  15 starter questions on SQL fundamentals, normalization, and database design. Focus: Database Fundamentals.

• Replication and Security Set

  Focus: Database Deployment

  20 intermediate questions on replication, high availability, backup, and database hardening. Focus: Database Deployment.

CompTIA Cloud+ (CV0-004)

• Cloud Deployment Basics Set

  Focus: Cloud architecture

  15 questions on architecture, deployment, and operations. Focus: Cloud architecture.

• Security and Optimization Set

  Focus: Deployment

  20 intermediate questions on cloud security controls and cost optimization. Focus: Deployment.

CompTIA Cyber Security Analyst (CS0-003)

• SOC Analysis Starter Set

  Focus: Security operations

  15 questions on threat detection, analysis workflows, and response. Focus: Security operations.

• Incident Correlation Set

  Focus: Vulnerability management

  20 intermediate questions on log analysis, correlation, and incident triage. Focus: Vulnerability management.

CompTIA SecAI+ (CY0-001)

• AI Security Fundamentals Set

  Focus: Basic AI concepts related to cybersecurity

  15 starter questions on adversarial ML, prompt injection, and AI risk management. Focus: Basic AI concepts related to cybersecurity.

• AI Governance and Defense Set

  Focus: Securing AI systems

  20 intermediate questions on AI governance frameworks, model validation, and security operations. Focus: Securing AI systems.

CompTIA PenTest+ (PT0-003)

• Recon and Enumeration Set

  Focus: Engagement management

  15 starter questions on reconnaissance, scanning, and enumeration techniques. Focus: Engagement management.

• Exploitation and Reporting Set

  Focus: Reconnaissance and enumeration

  20 intermediate questions on exploitation methods, privilege escalation, and reporting. Focus: Reconnaissance and enumeration.

CompTIA CloudNetX (CNX)

• Cloud Networking Core Set

  Focus: Network architecture design

  15 starter questions on SD-WAN, SASE, and cloud network architecture. Focus: Network architecture design.

• Zero Trust and Optimization Set

  Focus: Network security

  20 intermediate questions on zero-trust networking, segmentation, and performance optimization. Focus: Network security.

CompTIA SecurityX (CAS-005)

• Advanced Threats and Governance Set

  Focus: Governance, risk, and compliance

  15 starter questions on threat modeling, STRIDE, and security governance. Focus: Governance, risk, and compliance.

• Zero Trust and Incident Response Set

  Focus: Security architecture

  20 intermediate questions on zero-trust architecture, threat hunting, and incident response. Focus: Security architecture.

AWS Certified Cloud Practitioner (CLF-C02)

• Cloud Concepts Starter Set

  Focus: Cloud Concepts

  15 starter questions on core AWS cloud concepts, pricing, and global infrastructure. Focus: Cloud Concepts.

• Security and Compliance Basics Set

  Focus: Security and Compliance

  20 intermediate questions on shared responsibility, IAM, and compliance fundamentals. Focus: Security and Compliance.

AWS Certified AI Practitioner (AIF-C01)

• AI/ML Fundamentals Set

  Focus: Fundamentals of AI and ML

  15 starter questions on AI/ML concepts, responsible AI, and AWS AI service selection. Focus: Fundamentals of AI and ML.

• Generative AI Basics Set

  Focus: Fundamentals of Generative AI

  20 intermediate questions on foundation models, Bedrock, prompt engineering, and AI safety. Focus: Fundamentals of Generative AI.

AWS Certified Solutions Architect - Associate (SAA-C03)

• Architecture Fundamentals Set

  Focus: Design Secure Architectures

  15 starter questions on resilient architectures, VPC design, and compute selection. Focus: Design Secure Architectures.

• High Availability and Cost Set

  Focus: Design Resilient Architectures

  20 intermediate questions on multi-AZ patterns, storage tiers, and cost optimization. Focus: Design Resilient Architectures.

AWS Certified Developer - Associate (DVA-C02)

• Development Core Set

  Focus: Development with AWS Services

  15 starter questions on Lambda, API Gateway, DynamoDB, and SDK fundamentals. Focus: Development with AWS Services.

• Deployment and Debugging Set

  Focus: Security

  20 intermediate questions on CI/CD with CodePipeline, X-Ray tracing, and error handling. Focus: Security.

AWS Certified Data Engineer - Associate (DEA-C01)

• Data Ingestion Core Set

  Focus: Data Ingestion and Transformation

  15 starter questions on Kinesis, Glue, and data lake ingestion patterns. Focus: Data Ingestion and Transformation.

• Transformation and Governance Set

  Focus: Data Store Management

  20 intermediate questions on ETL pipelines, data quality, and Lake Formation permissions. Focus: Data Store Management.

AWS Certified Machine Learning Engineer – Associate (MLA-C01)

• SageMaker Fundamentals Set

  Focus: Data Preparation for Machine Learning (ML)

  15 starter questions on SageMaker training, deployment, and feature engineering. Focus: Data Preparation for Machine Learning (ML).

• MLOps and Monitoring Set

  Focus: ML Model Development

  20 intermediate questions on model monitoring, pipelines, and ML lifecycle management. Focus: ML Model Development.

AWS Certified CloudOps Engineer – Associate (SOA-C03)

• CloudOps Monitoring Core Set

  Focus: Monitoring, Logging, Analysis, Remediation, and Performance Optimization

  15 starter questions on CloudWatch, operational health, and resource management. Focus: Monitoring, Logging, Analysis, Remediation, and Performance Optimization.

• Resilience and Automation Set

  Focus: Reliability and Business Continuity

  20 intermediate questions on backup strategies, CloudFormation, and automated operations. Focus: Reliability and Business Continuity.

AWS Certified Generative AI Developer – Professional (AIP-C01)

• Bedrock and RAG Set

  Focus: Foundation Model Integration, Data Management, and Compliance

  15 starter questions on Bedrock, foundation models, RAG patterns, and vector stores. Focus: Foundation Model Integration, Data Management, and Compliance.

• Agents and Guardrails Set

  Focus: Implementation and Integration

  20 intermediate questions on Bedrock agents, guardrails, fine-tuning, and evaluation. Focus: Implementation and Integration.

AWS Certified DevOps Engineer - Professional (DOP-C02)

• CI/CD Pipelines Set

  Focus: SDLC Automation

  15 starter questions on CodePipeline, CodeBuild, deployment strategies, and artifact management. Focus: SDLC Automation.

• Observability and Resilience Set

  Focus: Configuration Management and Infrastructure as Code

  20 intermediate questions on monitoring, logging aggregation, and fault-tolerant deployments. Focus: Configuration Management and Infrastructure as Code.

AWS Certified Solutions Architect - Professional (SAP-C02)

• Advanced Architecture Patterns Set

  Focus: Design Solutions for Organizational Complexity

  15 starter questions on multi-account strategies, hybrid connectivity, and migration patterns. Focus: Design Solutions for Organizational Complexity.

• Reliability and Governance Set

  Focus: Design for New Solutions

  20 intermediate questions on disaster recovery strategies, organizational policies, and workload optimization. Focus: Design for New Solutions.

AWS Certified Security - Specialty (SCS-C02)

• Identity and Access Set

  Focus: Threat Detection and Incident Response

  15 starter questions on IAM policies, federation, and cross-account access patterns. Focus: Threat Detection and Incident Response.

• Detection and Encryption Set

  Focus: Security Logging and Monitoring

  20 intermediate questions on GuardDuty, KMS key management, and encryption strategies. Focus: Security Logging and Monitoring.

AWS Certified Security - Specialty (SCS-C03)

• Security Controls Core Set

  Focus: Detection

  15 starter questions on IAM policy evaluation, Security Hub, and access management. Focus: Detection.

• Threat Detection and Response Set

  Focus: Incident Response

  20 intermediate questions on GuardDuty findings, incident response, and data protection. Focus: Incident Response.

AWS Certified Advanced Networking - Specialty (ANS-C01)

• VPC and Routing Set

  Focus: Network Design

  15 starter questions on VPC design, route tables, Transit Gateway, and peering. Focus: Network Design.

• Hybrid Connectivity and DNS Set

  Focus: Network Implementation

  20 intermediate questions on Direct Connect, VPN, Route 53, and network automation. Focus: Network Implementation.

Microsoft Azure Fundamentals (AZ-900)

Microsoft Security, Compliance, and Identity Fundamentals (SC-900)

Exam AZ-104: Microsoft Azure Administrator

Implementing Data Engineering Solutions Using Microsoft Fabric (DP-700)

Designing and Implementing Microsoft Azure Networking Solutions (AZ-700)

Exam AZ-500: Microsoft Azure Security Technologies

Exam AZ-305: Designing Microsoft Azure Infrastructure Solutions

Exam SC-100: Microsoft Cybersecurity Architect

Cisco AI Technical Practitioner (AITECH)

Cisco Certified Network Associate (200-301 CCNA)

Automating Networks Using Cisco Platforms (200-901 CCNAAUTO)

Understanding Cisco Cybersecurity Operations Fundamentals (200-201)

Designing and Implementing Cloud Connectivity (300-440 ENCC)

Implementing Cisco Enterprise Network Core Technologies (ENCOR 350-401)

Implementing and Operating Cisco Security Core Technologies (SCOR 350-701)

Implementing and Operating Cisco Data Center Core Technologies (350-601 DCCOR)

Certified in Cybersecurity (CC)

Systems Security Certified Practitioner (SSCP)

Certified in Governance, Risk and Compliance (CGRC)

Certified Cloud Security Professional (CCSP)

Certified Secure Software Lifecycle Professional (CSSLP)

CISSP - Certified Information Systems Security Professional

Information Systems Security Architecture Professional (ISSAP)

Information Systems Security Engineering Professional (ISSEP)

Information Systems Security Management Professional (ISSMP)

Google Cloud Associate Cloud Engineer (ACE)

• Compute and Networking Set

  Focus: Setting up a cloud solution environment

  15 starter questions on Compute Engine, VPC, load balancing, and Cloud Run. Focus: Setting up a cloud solution environment.

• IAM and Operations Set

  Focus: Planning and implementing a cloud solution

  20 intermediate questions on IAM roles, service accounts, Cloud Logging, and Monitoring. Focus: Planning and implementing a cloud solution.

Google Cloud Associate Data Practitioner

• Data Ingestion and Storage Set

  Focus: Data Preparation and Ingestion

  15 starter questions on BigQuery, Cloud Storage, Pub/Sub, and data ingestion patterns. Focus: Data Preparation and Ingestion.

• Pipelines and Governance Set

  Focus: Data Analysis and Presentation

  20 intermediate questions on Dataflow, Composer, data governance, and quality management. Focus: Data Analysis and Presentation.

Google Cloud Professional Cloud Architect (PCA)

• Solution Design Core Set

  Focus: Designing and planning a cloud solution architecture

  15 starter questions on cloud architecture patterns, hybrid connectivity, and migration strategies. Focus: Designing and planning a cloud solution architecture.

• Security and Optimization Set

  Focus: Managing and provisioning a cloud solution infrastructure

  20 intermediate questions on VPC Service Controls, organization policies, and cost optimization. Focus: Managing and provisioning a cloud solution infrastructure.

Google Cloud Professional Cloud DevOps Engineer (PCDE)

• CI/CD and Observability Set

  Focus: Bootstrapping and maintaining a Google Cloud organization

  15 starter questions on Cloud Build, Cloud Deploy, and observability tooling. Focus: Bootstrapping and maintaining a Google Cloud organization.

• SRE and Reliability Set

  Focus: Building and implementing CI/CD pipelines, including continuous testing, for application, infrastructure, and machine learning workloads

  20 intermediate questions on SLOs, error budgets, incident management, and toil reduction. Focus: Building and implementing CI/CD pipelines, including continuous testing, for application, infrastructure, and machine learning workloads.

Google Cloud Professional Data Engineer (PDE)

• Data Processing Core Set

  Focus: Designing data processing systems

  15 starter questions on Dataflow, BigQuery, Pub/Sub, and data pipeline design. Focus: Designing data processing systems.

• Storage and ML Integration Set

  Focus: Ingesting and processing the data

  20 intermediate questions on Bigtable, Spanner, data modeling, and Vertex AI integration. Focus: Ingesting and processing the data.

Professional Cloud Security Engineer

• Access and Boundary Protection Set

  Focus: Configuring access

  15 starter questions on IAM, VPC Service Controls, and network security. Focus: Configuring access.

• Data Protection and Compliance Set

  Focus: Securing communications and establishing boundary protection

  20 intermediate questions on encryption, DLP, audit logs, and compliance controls. Focus: Securing communications and establishing boundary protection.

Google Cloud Professional Security Operations Engineer (PSOE)

• SecOps Detection Core Set

  Focus: Platform operations

  15 starter questions on Google SecOps, YARA-L rules, and log ingestion. Focus: Platform operations.

• Threat Hunting and Response Set

  Focus: Data management

  20 intermediate questions on threat hunting, SOAR playbooks, and incident response. Focus: Data management.