certshack | IT Certification Skill Labs

IT Certification Skill Labs

Analyse a Sentinel Analytic Rule for AI Threats — Azure advanced lab. Covers Microsoft Sentinel, KQL, Azure OpenAI

Analyse Data Validation Warnings — Google Cloud advanced lab. Covers Agent Platform Pipelines, TensorFlow Data Validation, Agent Platform

Analyse Dataflow Job Logs for a Stall — Google Cloud intermediate lab. Covers Dataflow, Pub/Sub, BigQuery

Analyse Model Monitor Logs for Drift — Azure advanced lab. Covers Azure Machine Learning, Azure Monitor, Log Analytics

Apache access.log: Web Attack Triage — CompTIA beginner lab. Covers Apache, Web Application Security, SQL Injection

Apply an S3 Lifecycle Policy with the AWS CLI — AWS beginner lab. Covers S3, S3 Glacier, S3 Standard-IA

Archive and Restore Files with tar on RHEL 10 — RedHat beginner lab. Covers RHEL 10, tar, gzip

Attach a Target-Tracking Scaling Policy to an Auto Scaling Group — AWS intermediate lab. Covers EC2 Auto Scaling, CloudWatch, ALB

AWS IAM User Compromise: GuardDuty Triage and Containment — CompTIA beginner lab. Covers AWS, IAM, GuardDuty

BloodHound AD Collection and Analysis — CompTIA intermediate lab. Covers BloodHound, bloodhound-python, Neo4j

Build a Highly Available Web Application — AWS beginner lab. Covers EC2, ALB, RDS

Build an Agent Platform Pipeline Component — Google Cloud advanced lab. Covers Agent Platform Pipelines, KFP v2, BigQuery

Build Serverless Data Pipeline — AWS beginner lab. Covers S3, Lambda, DynamoDB

Capture and Crack a WPA2 Handshake — CompTIA intermediate lab. Covers aircrack-ng, airmon-ng, airodump-ng

Choose the Correct SELinux Remediation on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, SELinux, semanage

Choose the Right Redshift Distribution Style — AWS intermediate lab. Covers Amazon Redshift

Cloud IAM Misconfiguration Attack Surface — CompTIA advanced lab. Covers AWS IAM, EC2 Metadata Service, SSRF

Compile Sigma Rules for Splunk and Elastic — CompTIA intermediate lab. Covers Sigma, sigmac, Splunk SPL

Complete a `pause_turn` Agentic Loop — Anthropic intermediate lab. Covers Claude API, Python, Tool Use

Complete a CLAUDE.md Hierarchy — Anthropic intermediate lab. Covers Claude Code, CLAUDE.md

Complete a Compaction Configuration — Anthropic advanced lab. Covers Claude API, Python, Context Management

Configure a Looker Dashboard for a Business KPI — Google Cloud beginner lab. Covers Looker, BigQuery

Configure a Static IPv4 Address with nmcli on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, NetworkManager, nmcli

Configure Agent Platform Feature Store for Online Serving — Google Cloud advanced lab. Covers Agent Platform, Agent Platform Feature Store, BigQuery

Configure an Azure ML Training Pipeline — Azure intermediate lab. Covers Azure Machine Learning, Azure ML Pipelines, Azure Storage

Configure autofs for On-Demand NFS Home Directories — RedHat intermediate lab. Covers RHEL 10, autofs, NFS

Configure Azure Key Vault Access with RBAC — Azure intermediate lab. Covers Azure Key Vault, Microsoft Entra ID, Managed Identity

Configure Diagnostic Settings for AI Services — Azure beginner lab. Covers Azure OpenAI, Azure Monitor, Log Analytics

Configure firewalld Zones and Services on RHEL 10 — RedHat advanced lab. Covers RHEL 10, firewalld, firewall-cmd

Configure Nessus for Authenticated Scanning — CompTIA intermediate lab. Covers Nessus, Authenticated Scanning, Credentials

Configure NFS Server on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, NFS, nfs-utils

Configure SSH Key-Based Authentication on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, OpenSSH, ssh-keygen

Configure the chrony NTP Client on RHEL 10 — RedHat beginner lab. Covers RHEL 10, chrony, chronyd

Contain a Live C2 Beacon on a Linux Host Without Destroying Evidence — CompTIA intermediate lab. Covers Linux, AVML, iptables

Create a Compute Cluster for Distributed Training — Azure intermediate lab. Covers Azure Machine Learning, Azure CLI, AmlCompute

Create a Namespace and Apply RBAC in EKS — AWS beginner lab. Covers Amazon EKS, kubectl, Kubernetes RBAC

Create and Evaluate a BigQuery ML Model — Google Cloud intermediate lab. Covers BigQuery, BigQuery ML, SQL

Create and Harden a User Account on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, useradd, usermod

Debug a Failed API Request — AWS beginner lab. Covers VPC, Security Groups, ALB

Debug a Failing AWS Glue ETL Job — AWS intermediate lab. Covers AWS Glue, Amazon Redshift, S3

Debug a Failing Bedrock Agent Action Group — AWS intermediate lab. Covers Amazon Bedrock, Bedrock Agents, Lambda

Debug a SageMaker Training Job Failure — AWS intermediate lab. Covers Amazon SageMaker, ECR, S3

Deploy a Container and Expose it as a LoadBalancer Service in AKS — Azure beginner lab. Covers Azure Kubernetes Service, kubectl, Azure Container Registry

Deploy a Model Endpoint via Azure CLI — Azure intermediate lab. Covers Azure Machine Learning, Azure CLI, Managed Online Endpoint

Deploy a Model to a Agent Platform Endpoint — Google Cloud intermediate lab. Covers Agent Platform, Agent Platform Model Registry, Agent Platform Endpoints

Deploy Apache Web Server on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, Apache httpd, firewalld

Design a Multi-Tier Data Lake Architecture — AWS advanced lab. Covers S3, Kinesis Firehose, AWS Glue

Design a RAG Pipeline with Amazon Bedrock — AWS intermediate lab. Covers Amazon Bedrock, Bedrock Knowledge Bases, OpenSearch Serverless

Design a SageMaker MLOps Pipeline — AWS intermediate lab. Covers Amazon SageMaker, SageMaker Pipelines, SageMaker Model Registry

Design an End-to-End MLOps Architecture — Azure beginner lab. Covers Azure Machine Learning, Azure ML Pipelines, Azure ML Model Registry

Design an MLOps Architecture on Agent Platform — Google Cloud beginner lab. Covers Agent Platform Pipelines, Agent Platform Feature Store, Agent Platform Model Registry

Detect IAM Privilege Escalation — AWS advanced lab. Covers IAM, CloudTrail, Lambda

Detect Infrastructure Drift — AWS intermediate lab. Covers Terraform, IAM, EC2

Detect Lateral Movement in Windows Event Logs — CompTIA advanced lab. Covers Windows Event Logs, PsExec, Event ID 4624

Diagnose a Broken Data Asset Path — Azure intermediate lab. Covers Azure Machine Learning, Azure Storage, Managed Identity

Diagnose a Broken Multi-Agent Architecture — Anthropic intermediate lab. Covers Claude API, Multi-Agent

Diagnose a Cache Invalidation from Dynamic Context Injection — Anthropic intermediate lab. Covers Claude API, Python, Prompt Caching

Diagnose a CodePipeline Build Stage Failure — AWS intermediate lab. Covers CodePipeline, CodeBuild, S3

Diagnose a Context Window Degradation Failure — Anthropic advanced lab. Covers Claude API, Multi-Agent, Context Management

Diagnose a Failed httpd Start from journald on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, systemd, journald

Diagnose a Multi-Agent Trust Escalation — Anthropic advanced lab. Covers Claude API, Multi-Agent, Security

Diagnose a Prompt Cache Miss — Anthropic intermediate lab. Covers Claude API, Prompt Caching, Python

Diagnose a Slow Redshift Query — AWS advanced lab. Covers Amazon Redshift, CloudWatch

Diagnose a Tool That Claude Never Invokes — Anthropic intermediate lab. Covers Claude API, Python, Tool Use

Diagnose CloudFront 403 Error — AWS beginner lab. Covers CloudFront, S3, IAM

Diagnose ECS Task Startup Failure — AWS intermediate lab. Covers ECS, ECR, IAM

Diagnose Kinesis Data Streams Throttling — AWS intermediate lab. Covers Kinesis Data Streams, Lambda, CloudWatch

Diagnose MSK Consumer Group Lag — AWS intermediate lab. Covers Amazon MSK, ECS, DynamoDB

Diagnose S3 Access Issue — AWS intermediate lab. Covers S3, IAM

DNS Enumeration Command Completion — CompTIA intermediate lab. Covers dig, dnsrecon, DNS

Enable Automatic KMS Key Rotation and Tag for Compliance — AWS intermediate lab. Covers KMS, IAM, Compliance

Enable S3 Cross-Region Replication for DR — AWS intermediate lab. Covers S3, S3 CRR, Multi-Region

Endpoint Hunt with osquery — CompTIA intermediate lab. Covers osquery, osqueryi, Endpoint telemetry

Execute a Multi-Region DR Failover via the AWS CLI — AWS advanced lab. Covers RDS, Route 53, Multi-Region DR

Execute DR Recovery Runbook — AWS intermediate lab. Covers Route 53, RDS, ECS

Fill in the dnf, rpm, and subscription-manager Commands — RedHat beginner lab. Covers RHEL 10, dnf, rpm

Find the Broken Data Path in an Azure ML Pipeline — Azure intermediate lab. Covers Azure Machine Learning, Azure ML Pipelines, Azure Storage

Find the Lambda Timeout Root Cause — AWS intermediate lab. Covers Lambda, CloudWatch, DynamoDB

Find the Root Cause of a Dataproc Spark Job OOM Failure — Google Cloud advanced lab. Covers Dataproc, Cloud Logging, Cloud Storage

Fix a BigQuery IAM Policy Violation — Google Cloud intermediate lab. Covers BigQuery, Cloud IAM

Fix a Broken /etc/sudoers.d Snippet on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, sudo, sudoers

Fix a Broken AgentDefinition — Anthropic intermediate lab. Covers Claude API, Agent SDK, Multi-Agent

Fix a Broken Agentic Loop — Anthropic beginner lab. Covers Claude API, Python, Tool Use

Fix a Broken BigQuery SQL Query — Google Cloud beginner lab. Covers BigQuery, SQL

Fix a Broken CloudFormation Template — AWS intermediate lab. Covers CloudFormation, EC2, IAM

Fix a Broken Glue PySpark ETL Script — AWS advanced lab. Covers AWS Glue, S3, Amazon Redshift

Fix a Broken Log-Cleanup Bash Script on RHEL 10 — RedHat beginner lab. Covers RHEL 10, bash, find

Fix a Broken Pipeline Component YAML — Azure intermediate lab. Covers Azure Machine Learning, Azure ML Pipelines, YAML

Fix a Broken Python WHOIS/Banner Grabbing Script — CompTIA advanced lab. Covers Python, WHOIS, Socket

Fix a Broken SQL Injection Script — CompTIA advanced lab. Covers SQL Injection, Python, UNION-based SQLi

Fix a Custom Training Job Script — Google Cloud advanced lab. Covers Agent Platform, Python, Cloud Storage

Fix a DynamoDB Hot Partition Problem — AWS advanced lab. Covers Amazon DynamoDB, Amazon DAX, CloudWatch

Fix a Mismatched Tool Result ID — Anthropic beginner lab. Covers Claude API, Python, Tool Use

Fix a Missing Assistant Turn in History — Anthropic beginner lab. Covers Claude API, Python, Tool Use

Fix a PowerShell Post-Exploitation Persistence Script — CompTIA advanced lab. Covers PowerShell, Registry Persistence, HKCU Run Key

Fix a Structured Output Schema with Unsupported Constraints — Anthropic advanced lab. Covers Claude API, Python, Pydantic

Fix a Subagent Definition with the Wrong Model — Anthropic advanced lab. Covers Claude API, Agent SDK, Multi-Agent

Fix a Tool Input Schema with a Missing `required` Field — Anthropic intermediate lab. Covers Claude API, Tool Use, JSON Schema

Fix a Tool Schema with a Missing `required` Field — Anthropic beginner lab. Covers Claude API, Python, Tool Use

Fix ALB Health Check Configuration — AWS beginner lab. Covers ALB, EC2, Target Groups

Fix Lake Formation Fine-Grained Access Denied — AWS intermediate lab. Covers AWS Lake Formation, AWS Glue, Amazon Athena

Fix Managed Identity Auth for AI Services — Azure intermediate lab. Covers Azure OpenAI, Microsoft Entra ID, Azure Key Vault

Fix ML Workspace RBAC Policy — Azure intermediate lab. Covers Azure Machine Learning, Azure RBAC, Microsoft Entra ID

Fix Private Subnet Outbound Connectivity — AWS beginner lab. Covers VPC, NAT Gateway, Route Tables

Fix S3 IAM Policy — AWS intermediate lab. Covers S3, IAM, EC2

Fix Sequential Subagents to Run in Parallel — Anthropic advanced lab. Covers Claude API, Python, Multi-Agent

Fix Subagent Context Passing — Anthropic intermediate lab. Covers Claude API, TypeScript, Multi-Agent

Fix Terraform S3 Security Config — AWS intermediate lab. Covers Terraform, S3, KMS

Fix the Broken Engagement Scope Document — CompTIA intermediate lab. Covers Scoping, YAML, Rules of Engagement

Forensically Image a USB Device with Chain-of-Custody Hashing — CompTIA intermediate lab. Covers dc3dd, sha256sum, blockdev

Gobuster Web-Perimeter Recon — CompTIA beginner lab. Covers gobuster, SecLists, DNS

Handle a Traffic Spike — AWS advanced lab. Covers Auto Scaling, Lambda, SQS

Harden /etc/ssh/sshd_config on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, OpenSSH, sshd_config

Identify a Prompt Injection Attack in Logs — Azure intermediate lab. Covers Azure OpenAI, Prompt Shield, Log Analytics

Identify Responsible AI Controls in Vertex AI — Google Cloud beginner lab. Covers Vertex AI, Gemini, Model Armor

Improve API Response Times — AWS intermediate lab. Covers API Gateway, Lambda, DynamoDB

Inspect and Preserve systemd Journals on RHEL 10 — RedHat beginner lab. Covers RHEL 10, systemd-journald, journalctl

Install and run nginx on RHEL 10 — RedHat beginner lab. Covers RHEL 10, dnf, systemctl

Invalidate a CloudFront Distribution with the AWS CLI — AWS beginner lab. Covers CloudFront, S3, CDN

Investigate a CrashLoopBackOff in a Production EKS Pod — AWS intermediate lab. Covers Amazon EKS, Amazon ECR, CloudWatch

Investigate a Failed Agent Platform Retraining Pipeline — Google Cloud intermediate lab. Covers Agent Platform Pipelines, Cloud Logging, Cloud Monitoring

Investigate an Azure OpenAI Quota and Prompt Injection Incident — Azure advanced lab. Covers Azure OpenAI, Azure Monitor, Microsoft Defender for Cloud

Investigate an OOMKilled Pod in AKS — Azure intermediate lab. Covers Azure Kubernetes Service, kubectl, Azure Monitor

Investigate Firehose Delivery Failures — AWS intermediate lab. Covers Kinesis Firehose, Lambda, S3

Investigate Pending Pods Blocked by GPU Quota in GKE — Google Cloud intermediate lab. Covers Google Kubernetes Engine, kubectl, Cloud Monitoring

Investigate Production API Outage — AWS advanced lab. Covers API Gateway, Lambda, DynamoDB

IOC Enrichment via the VirusTotal v3 API — CompTIA beginner lab. Covers VirusTotal, curl, REST API

Kerberoasting a Service Account — CompTIA advanced lab. Covers impacket, GetUserSPNs.py, hashcat

Label a VPC Architecture — AWS beginner lab. Covers VPC, EC2, RDS

Label AI Workload Types — Azure beginner lab. Covers Azure OpenAI, Azure AI Language, Azure AI Speech

Label an Azure Speech Pipeline — Azure beginner lab. Covers Azure AI Speech, Azure AI Language, Azure OpenAI

Label Responsible AI Dashboard Components — Azure intermediate lab. Covers Azure Machine Learning, Responsible AI Dashboard

Linux auditd Triage with ausearch and aureport — CompTIA intermediate lab. Covers auditd, ausearch, aureport

LLMNR Poisoning → NTLM Relay → secretsdump — CompTIA advanced lab. Covers Responder, ntlmrelayx.py, secretsdump.py

Local Password Audit with John the Ripper — CompTIA beginner lab. Covers john, SHA512-crypt, shadow

Malware Triage with YARA — CompTIA intermediate lab. Covers YARA, Malware analysis, Indicators of compromise

Manual Web API Probing with curl — CompTIA beginner lab. Covers curl, HTTP, JSON

Map On-Prem Services to AWS — AWS beginner lab. Covers EC2, EBS, RDS

Match Agent Architecture Components to Their Roles — Google Cloud intermediate lab. Covers Agent Builder, Vertex AI Search, Gemini

Match AI Models to Use Cases — Azure beginner lab. Covers Azure OpenAI, Azure AI Foundry, Phi

Match Attack Techniques to MITRE ATT&CK Tactics — CompTIA intermediate lab. Covers MITRE ATT&CK, VLAN Hopping, Credential Dumping

Match Cloud Storage Classes to Access Patterns — Google Cloud beginner lab. Covers Cloud Storage

Match Data Transfer Tools to Scenarios — Google Cloud beginner lab. Covers Storage Transfer Service, Transfer Appliance, BigQuery Data Transfer Service

Match Google AI Products to Buyer Personas — Google Cloud beginner lab. Covers Gemini, Workspace, Agentspace

Match Google Foundation Models to Use Cases — Google Cloud beginner lab. Covers Gemini, Gemma, Imagen

Match Microsoft Purview Labels to Data Types — Azure intermediate lab. Covers Microsoft Purview, Azure OpenAI, Sensitivity Labels

Match Pentest Report Sections — CompTIA beginner lab. Covers Report Writing, Executive Summary, Risk Ratings

Match Prompting Techniques to Scenarios — Google Cloud intermediate lab. Covers Gemini, Vertex AI

Match RHEL Text Tool Flags to Their Behaviour — RedHat beginner lab. Covers RHEL 10, find, grep

Match Storage Components to Their Encryption Key Model — Google Cloud intermediate lab. Covers Cloud KMS, Cloud Storage, BigQuery

Match the Google Gen AI Stack Layers — Google Cloud beginner lab. Covers Vertex AI, Gemini, Agent Builder

Metasploit EternalBlue Exploitation Flow — CompTIA intermediate lab. Covers Metasploit, msfconsole, EternalBlue

Microsoft 365 Credential Phishing Response — CompTIA beginner lab. Covers Microsoft 365, Phishing, AiTM

Nikto Web Application Scan — CompTIA beginner lab. Covers Nikto, Web Application Testing, HTTP

Nmap Service and OS Enumeration — CompTIA beginner lab. Covers Nmap, TCP/IP, Service Detection

Offline Cracking with Hashcat — CompTIA intermediate lab. Covers hashcat, NTLM, bcrypt

Optimise a Agent Platform Prediction Endpoint — Google Cloud advanced lab. Covers Agent Platform, Agent Platform Endpoints, Cloud Monitoring

Optimize Athena Query Performance — AWS intermediate lab. Covers Amazon Athena, S3, AWS Glue

Order Steps to Build a Gen AI Business Case — Google Cloud intermediate lab. Covers Vertex AI, Looker

Order the Incident Response Steps — AWS beginner lab. Covers IAM, CloudTrail, GuardDuty

Order the MLOps Model Deployment Steps — AWS intermediate lab. Covers Amazon SageMaker, SageMaker Model Registry, CloudWatch

Order the Post-Exploitation Phases — CompTIA intermediate lab. Covers Post-Exploitation, Persistence, Lateral Movement

Order the Pre-Engagement Steps — CompTIA beginner lab. Covers Rules of Engagement, Scoping, Contracts

Order the Prompt Caching Prefix — Anthropic beginner lab. Covers Claude API, Prompt Caching

Order the Steps in a Step Functions ML Training Pipeline — AWS intermediate lab. Covers AWS Step Functions, AWS Glue, Amazon SageMaker

Pass-the-Hash Attack Sequence — CompTIA intermediate lab. Covers Pass-the-Hash, Mimikatz, NTLM

Passive OSINT: Shodan Output Analysis — CompTIA intermediate lab. Covers Shodan, OSINT, Banner Grabbing

Patch and Manage EC2 Instances with Systems Manager — AWS intermediate lab. Covers Systems Manager, EC2, IAM

pcap Triage with tshark — CompTIA intermediate lab. Covers tshark, Wireshark, pcap

Perform a Rolling Update and Rollback in GKE — Google Cloud beginner lab. Covers Google Kubernetes Engine, kubectl, Google Container Registry

Promote an RDS Read Replica with Explicit Backup Window — AWS advanced lab. Covers RDS, Multi-Region, Backups

Provision a Stratis Pool and Filesystem on RHEL 10 — RedHat advanced lab. Covers RHEL 10, Stratis, XFS

Provision an LVM Logical Volume on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, LVM, parted

Ransomware Incident Response on a File Server — CompTIA beginner lab. Covers Ransomware, EDR, SMB

Recover From AZ Failure — AWS intermediate lab. Covers EC2, ALB, RDS

Reduce Monthly AWS Spending — AWS intermediate lab. Covers EC2, RDS, NAT Gateway

Replace a Prompt Gate with a Programmatic Gate — Anthropic advanced lab. Covers Claude API, TypeScript, Security

Resolve SELinux Denials for a Custom Web Root on RHEL 10 — RedHat advanced lab. Covers RHEL 10, SELinux, semanage

Respond to a Defender for Cloud AI Incident — Azure intermediate lab. Covers Microsoft Defender for Cloud, Azure OpenAI, Microsoft Sentinel

Respond to SageMaker Model Drift Alert — AWS advanced lab. Covers Amazon SageMaker, SageMaker Model Monitor, CloudWatch

Retrieve Previous Container Logs from an AKS Pod — Azure beginner lab. Covers Azure Kubernetes Service, kubectl

Review Architecture Security Flaws — AWS intermediate lab. Covers API Gateway, Lambda, DynamoDB

Right-Size an EMR Spark Cluster — AWS intermediate lab. Covers Amazon EMR, EC2 Spot, S3

Rotate an RDS Credential with AWS Secrets Manager — AWS intermediate lab. Covers Secrets Manager, RDS, Lambda

Rotate Azure OpenAI API Keys via CLI — Azure beginner lab. Covers Azure OpenAI, Azure Cognitive Services, Azure CLI

Run a Batch Endpoint Invocation — Azure intermediate lab. Covers Azure Machine Learning, Azure CLI, Batch Endpoint

Run a Diagnostic Command Inside a GKE Pod — Google Cloud beginner lab. Covers Google Kubernetes Engine, kubectl

Scale an EKS Deployment — AWS beginner lab. Covers Amazon EKS, kubectl

Schedule a DAG in Cloud Composer — Google Cloud intermediate lab. Covers Cloud Composer, Airflow, Cloud Storage

Secure an S3-Backed Application — AWS intermediate lab. Covers S3, IAM, KMS

Sequence the Agentic Loop — Anthropic beginner lab. Covers Claude API, Tool Use

Sequence the RHEL 10 Boot Process — RedHat beginner lab. Covers RHEL 10, UEFI, GRUB2

Set Up a Cloud Storage Bucket with Versioning and Lifecycle — Google Cloud beginner lab. Covers Cloud Storage

SMB Host Enumeration Chain — CompTIA beginner lab. Covers nbtscan, enum4linux-ng, smbclient

SOC Triage with Splunk SPL — CompTIA intermediate lab. Covers Splunk, SPL, tstats

SQL Injection with sqlmap — CompTIA intermediate lab. Covers sqlmap, SQL injection, HTTP cookies

SSH Brute Force with Hydra — CompTIA intermediate lab. Covers Hydra, Brute Force, SSH

SSH Brute-Force Detection in auth.log — CompTIA beginner lab. Covers Linux, SSH, auth.log

Stand Up a Cross-Account VPC Peering Connection — AWS intermediate lab. Covers VPC, VPC Peering, Route Tables

Submit an Azure ML Command Job — Azure intermediate lab. Covers Azure Machine Learning, Azure CLI

Suricata Rule Validation and Ruleset Updates — CompTIA intermediate lab. Covers Suricata, suricata-update, IDS

Toggle Azure OpenAI Content Filters — Azure intermediate lab. Covers Azure OpenAI, Azure AI Foundry, Content Safety

Trace an Event-Driven Pub/Sub Pipeline — Google Cloud intermediate lab. Covers Pub/Sub, Dataflow, BigQuery

Trace Network Isolation for an AI Endpoint — Azure intermediate lab. Covers Azure OpenAI, Azure Private Endpoint, Azure DNS

Triage a Disk-Full + OOM Incident on a RHEL 10 Host — RedHat advanced lab. Covers RHEL 10, systemd-journald, OOM killer

Triage a Reported Phishing Email: Header Analysis — CompTIA beginner lab. Covers Email Security, SPF, DKIM

Tune Kernel Parameters and tuned Profiles on RHEL 10 — RedHat intermediate lab. Covers RHEL 10, sysctl, tuned

Tune RDS Database Performance — AWS beginner lab. Covers RDS, Aurora, MySQL

Volatility 3 Memory Forensics on a Cobalt Strike Beacon — CompTIA advanced lab. Covers Volatility 3, Memory Forensics, Windows

Walk Through a Model Deployment in Foundry — Azure beginner lab. Covers Azure AI Foundry, Azure OpenAI, GPT-4o

Windows Event Log Hunting with Get-WinEvent — CompTIA intermediate lab. Covers Windows, PowerShell, Get-WinEvent

Wire Up EC2 Network Access — AWS intermediate lab. Covers VPC, EC2, RDS

Write a Cross-Account S3 Versioned Access Policy — AWS advanced lab. Covers IAM, S3, STS

Write an IAM Policy for Textract Document Processing — AWS intermediate lab. Covers Amazon Textract, S3, SNS

XSS Incident Response — CompTIA intermediate lab. Covers XSS, Web Application Security, Incident Response

Zeek Log Triage with zeek-cut — CompTIA intermediate lab. Covers Zeek, zeek-cut, conn.log