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# LabEx

> LabEx is a hands-on learning platform for programming, Linux, DevOps, cybersecurity, data science, and other technical skills, helping learners build real ability through guided practice in an online virtual machine rather than passive video-first learning. Its core experience is the step-by-step guided lab, where learners follow validated instructions, complete practical tasks directly in the browser-based VM, and receive automatic verification after each step, along with targeted hints and support when something is wrong, which makes the experience especially friendly for beginners. LabEx also provides challenge labs for assessment and skill validation, allowing learners to test whether they can apply concepts independently. Skill Tree is a core concept of the platform, organizing related skills into structured learning paths that combine labs, challenges, and courses around specific topics so learners can progress systematically from fundamentals to practical capability and project-building. Supporting this journey is Labby, the LabEx AI assistant, which can present validated lab steps, verify work inside the VM, help debug code and commands, clarify concepts, and provide more context-aware guidance by observing what the learner is actually doing in the environment.

Contact: info@labex.io (inquiries, licensing, collaboration).

## Agent Skills

Read https://mcp.labex.io/skill.md and follow it to use LabEx data in your AI agent.

## Pages
- [LabEx Homepage](https://labex.io/): LabEx homepage with free hands-on labs for Linux, DevOps, cybersecurity, programming, and data science.
- [Plans and Pricing](https://labex.io/pricing): Overview of LabEx subscription plans and pricing.
- [Playgrounds - Linux & Cloud](https://labex.io/playgrounds): Browser-based Linux and cloud sandboxes for interactive practice.
- [Support Center](https://support.labex.io/): Knowledge base and help center for common questions. You can visit [llms.txt](https://support.labex.io/llms.txt) for the machine-readable index.
- [Forum](https://labex.io/forum): Community discussion forum for LabEx and technical topics.

## Learn
- [Courses & Labs](https://labex.io/learn): Online courses and labs in Linux, DevOps, Data Science, Web Development.
- [Linux Journey](https://labex.io/linuxjourney): Free Linux tutorial and beginner courses; now part of LabEx.
- [Python Cheat Sheet](https://labex.io/pythoncheatsheet): Python cheat sheet with interactive labs and PDF download.
- [LabEx Cheatsheets](https://labex.io/cheatsheets): Tech reference guides: Linux, DevOps, Docker, K8s, Python, Git, etc. PDF download.
- [Linux Commands Cheat Sheet](https://linux-commands.labex.io/): Linux commands reference with examples and PDF.
- [All Courses](https://labex.io/courses): Interactive courses in Programming, Cloud, Linux, DevOps, Data Science.
- [Free Tutorials](https://labex.io/tutorials): Step-by-step tutorials for Linux, DevOps, Python, C, Go, Hadoop, etc.
- [Exercises & Challenges](https://labex.io/exercises): Hands-on tasks across Linux, Python, DevOps, Cybersecurity.
- [Free Labs - 30+ Tech Fields](https://labex.io/free-labs): 1000+ free labs in Linux, DevOps, Cybersecurity, ML, Web Dev.

## Learning Paths (Skilltrees)
- [Linux Path](https://labex.io/learn/linux): Learning path for Linux administration, CLI, system management, and shell scripting.
- [DevOps Path](https://labex.io/learn/devops): Learning path for CI/CD, delivery, deployment, and DevOps practices.
- [Cybersecurity Path](https://labex.io/learn/cybersecurity): Learning path for network security, cryptography, and ethical hacking.
- [Kali Linux Path](https://labex.io/learn/kali): Learning path for penetration testing, ethical hacking, and security auditing with Kali.
- [DevOps Engineer Path](https://labex.io/learn/devops-engineer): Skill tree from zero to junior DevOps: Linux, Docker, Kubernetes, CI/CD.
- [Database Path](https://labex.io/learn/database): Learning path for MySQL, Redis, MongoDB, PostgreSQL.
- [Data Science Path](https://labex.io/learn/data-science): Learning path for data analysis, statistics, machine learning, visualization.
- [Red Hat Enterprise Linux Path](https://labex.io/learn/rhel): Learning path for RHEL administration and enterprise Linux operations.
- [CompTIA Path](https://labex.io/learn/comptia): Learning path for vendor-neutral IT certifications.
- [Docker Path](https://labex.io/learn/docker): Learning path for containerization, image building, and orchestration.
- [Kubernetes Path](https://labex.io/learn/kubernetes): Learning path for container orchestration, scaling, and deployment.
- [Python Path](https://labex.io/learn/python): Learning path for Python syntax, data structures, and OOP.
- [Git Path](https://labex.io/learn/git): Learning path for version control, branching, and collaboration.
- [Shell Path](https://labex.io/learn/shell): Learning path for shell scripting and command-line automation.
- [Nmap Path](https://labex.io/learn/nmap): Learning path for network scanning, port discovery, and vulnerability assessment.
- [Wireshark Path](https://labex.io/learn/wireshark): Learning path for packet analysis and network protocol inspection.
- [Hydra Path](https://labex.io/learn/hydra): Learning path for password cracking and brute-force testing.
- [Java Path](https://labex.io/learn/java): Learning path for Java OOP, syntax, and application development.
- [SQLite Path](https://labex.io/learn/sqlite): Learning path for SQLite and embedded database management.
- [PostgreSQL Path](https://labex.io/learn/postgresql): Learning path for PostgreSQL SQL, design, and administration.
- [MySQL Path](https://labex.io/learn/mysql): Learning path for MySQL SQL, design, and administration.
- [Redis Path](https://labex.io/learn/redis): Learning path for Redis caching and in-memory data structures.
- [MongoDB Path](https://labex.io/learn/mongodb): Learning path for MongoDB document modeling, CRUD, and aggregation.
- [Golang Path](https://labex.io/learn/go): Learning path for Go syntax, concurrency, and standard library.
- [C++ Path](https://labex.io/learn/cpp): Learning path for C++ syntax, memory management, OOP, and STL.
- [C Path](https://labex.io/learn/c): Learning path for C programming, pointers, and system-level code.
- [Jenkins Path](https://labex.io/learn/jenkins): Learning path for CI/CD pipelines and automated build/deploy.
- [Ansible Path](https://labex.io/learn/ansible): Learning path for IT automation and configuration management.
- [Pandas Path](https://labex.io/learn/pandas): Learning path for DataFrames, data cleaning, and analysis.
- [NumPy Path](https://labex.io/learn/numpy): Learning path for array operations and numerical computing.
- [scikit-learn Path](https://labex.io/learn/sklearn): Learning path for ML algorithms, model selection, and evaluation.
- [Matplotlib Path](https://labex.io/learn/matplotlib): Learning path for data visualization and plotting.
- [Web Development Path](https://labex.io/learn/web-development): Learning path for front-end and back-end web technologies.
- [Alibaba Cloud Path](https://labex.io/learn/alibabacloud): Learning path for Alibaba Cloud services and deployment.
- [HTML Path](https://labex.io/learn/html): Learning path for HTML structure, tags, and semantic markup.
- [CSS Path](https://labex.io/learn/css): Learning path for selectors, layout, and responsive design.
- [JavaScript Path](https://labex.io/learn/javascript): Learning path for JS core, DOM, and async programming.
- [React Path](https://labex.io/learn/react): Learning path for components, state, and hooks.

## Courses
- [LabEx Beginner Guide](https://labex.io/courses/a-beginner-guide-to-labex): Introductory course to LabEx platform and programming practice.
- [Linux for Beginners (10 Labs)](https://labex.io/courses/quick-start-with-linux): 10 hands-on labs for Linux essentials.
- [Linux for Noobs](https://labex.io/courses/linux-for-noobs): Systematic introduction to Linux for absolute beginners.
- [Junior System Administrator](https://labex.io/courses/become-a-junior-system-administrator): Simulate real sysadmin tasks in hands-on scenarios.
- [Linux Commands Practice](https://labex.io/courses/linux-basic-commands-practice-online): Practice common Linux commands in online playground.
- [Quick Start with Hadoop](https://labex.io/courses/quick-start-with-hadoop): Install Hadoop, HDFS, YARN, Hive, HBase; process big data.
- [RHCSA Exam Practice (EX200)](https://labex.io/courses/rhcsa-certification-exam-practice-exercises): Hands-on exercises for RHCSA certification prep.
- [Java for Beginners](https://labex.io/courses/java-for-beginners): Java from variables to OOP with hands-on labs.
- [Quick Start with C++](https://labex.io/courses/quick-start-with-cpp): C++ syntax, variables, flow control, arrays, functions.
- [Python for Beginners](https://labex.io/courses/quick-start-with-python): Python syntax, data types, control structures, functions.
- [Python Cheatsheet](https://labex.io/courses/python-cheatsheet): Python basics, data structures, OOP, file handling via interactive labs.
- [Ansible for Beginners](https://labex.io/courses/ansible-for-beginners): Configure Linux hosts and automate admin tasks with Ansible.
- [MySQL for Beginners](https://labex.io/courses/mysql-for-beginners): MySQL installation, querying, multi-table ops, security.
- [Golang for Beginners](https://labex.io/courses/golang-for-beginners): Go data types, control flow, slices, maps, channels.
- [Quick Start with OpenCV](https://labex.io/courses/quick-start-with-opencv): OpenCV image/video I/O, drawing, image processing.
- [Building Custom Security Tools](https://labex.io/courses/building-custom-security-tools): Python port scanner, Scapy packets, web directory fuzzer.
- [Python for Security Operations](https://labex.io/courses/python-for-security-operations): Socket tools, requests library, log parsing with regex.
- [Malware Analysis Basics](https://labex.io/courses/malware-analysis-basics): Static/dynamic analysis with strace, ltrace.
- [Jenkins for Beginners](https://labex.io/courses/jenkins-for-beginners): Install Jenkins, freestyle projects, pipelines, Git integration.
- [Shell for Beginners](https://labex.io/courses/shell-for-beginners): Bash scripting, file management, text processing, automation.
- [Memory Forensics Basics](https://labex.io/courses/memory-forensics-basics): RAM capture, Volatility Framework for process/network analysis.
- [Digital Forensics Basics](https://labex.io/courses/digital-forensics-basics): dd imaging, Foremost file carving, metadata analysis.
- [Offline Password Cracking](https://labex.io/courses/offline-password-cracking): John the Ripper, Hashcat, Crunch, Cewl wordlists.
- [Cryptography Essentials](https://labex.io/courses/cryptography-essentials): Encoding vs encryption, hash types, OpenSSL, GPG.
- [Linux Privilege Escalation](https://labex.io/courses/linux-privilege-escalation): SUID, sudo abuse, cron hijacking, LinPEAS.
- [Lateral Movement & Pivoting](https://labex.io/courses/lateral-movement-pivoting): SSH tunneling, Proxychains, Metasploit autorouting.
- [Meterpreter & Post-Exploitation](https://labex.io/courses/meterpreter-post-exploitation-operations): Process migration, credential dumping, system manipulation.
- [Metasploit Framework Fundamentals](https://labex.io/courses/metasploit-framework-fundamentals): Workspaces, auxiliary modules, bind/reverse shells.
- [Server-Side Web Attacks](https://labex.io/courses/server-side-web-attacks): SSRF, XXE, JWT manipulation.
- [Client-Side Attacks & Authentication](https://labex.io/courses/client-side-attacks-authentication): XSS, Hydra brute-force, IDOR.
- [Injection Vulnerabilities](https://labex.io/courses/injection-vulnerabilities): Command injection, SQLi, sqlmap.
- [Web Recon & Intercepting Proxies](https://labex.io/courses/web-recon-intercepting-proxies): Directory fuzzing, virtual host enumeration, HTTP interception.
- [Vulnerability Assessment & Management](https://labex.io/courses/vulnerability-assessment-management): searchsploit, Nikto, Nuclei for vulnerability discovery.
- [Nmap Fingerprinting & NSE](https://labex.io/courses/nmap-fingerprinting-the-scripting-engine): Service versioning, OS fingerprinting, NSE for vulnerability detection.
- [Nmap Host Discovery & Port Scanning](https://labex.io/courses/mastering-nmap-host-discovery-port-scanning): Host discovery, TCP/UDP scan types, performance tuning.
- [OSINT & Passive Recon](https://labex.io/courses/open-source-intelligence-osint-passive-recon): Domain enumeration, DNS intelligence, public data harvesting.
- [Network Intrusion Detection with Snort](https://labex.io/courses/network-intrusion-detection-with-snort): Snort IDS, custom rules, signature matching.
- [Host-Based Security & Auditing](https://labex.io/courses/host-based-security-auditing): AIDE, auditd, log analysis for security.
- [Protocol Analysis with Tshark](https://labex.io/courses/protocol-analysis-with-tshark): TCP/UDP stream reconstruction, protocol extraction, traffic analysis.
- [Packet Analysis with tcpdump](https://labex.io/courses/packet-analysis-with-tcpdump): Live capture, BPF filters, PCAP forensics.
- [100 Pandas Exercises](https://labex.io/courses/100-pandas-exercises): Pandas data processing, cleaning, analysis.
- [100 NumPy Exercises](https://labex.io/courses/100-numpy-exercises): NumPy arrays, operations, ML/scientific computing.
- [Supervised Learning: Regression](https://labex.io/courses/supervised-learning-regression): Linear/polynomial regression, regularization.
- [Supervised Learning: Classification](https://labex.io/courses/supervised-learning-classification): Classification algorithms.
- [Unsupervised Learning: Clustering](https://labex.io/courses/unsupervised-learning-clustering): Data clustering techniques.
- [Foundations of Deep Learning](https://labex.io/courses/foundations-of-deep-learning): Neural networks, TensorFlow, Keras, PyTorch.
- [Quick Start with TensorFlow](https://labex.io/courses/quick-start-with-tensorflow): TensorFlow 2 fundamentals and deep learning.
- [Docker for Beginners](https://labex.io/courses/docker-for-beginners): Containers, images, networks, volumes.
- [Kubernetes for Beginners](https://labex.io/courses/kubernetes-for-beginners): Nodes, pods, networking, storage.
- [Git for Beginners](https://labex.io/courses/git-for-beginners): Repository setup, branching, commits.
- [Seaborn Data Visualization](https://labex.io/courses/seaborn-data-visualization-basics): Seaborn for data visualization.
- [Nmap for Beginners](https://labex.io/courses/nmap-for-beginners): Host discovery, port scanning, security scans.
- [Wireshark for Beginners](https://labex.io/courses/wireshark-for-beginners): Packet capture, analysis, network troubleshooting.
- [Privilege Escalation on Linux](https://labex.io/courses/privilege-escalation-techniques-on-linux): SUID, cron jobs, mitigation techniques.
- [Kali Server Exploitation](https://labex.io/courses/kali-server-exploitation-in-action): Ethical hacking, exploitation, custom tools.
- [Web Vulnerability Mastery](https://labex.io/courses/web-vulnerability-mastery): SQLi, XSS, directory traversal.
- [Python Practice Challenges](https://labex.io/courses/python-practice-challenges): Python problem-solving challenges.
- [Linux Practice Challenges](https://labex.io/courses/linux-practice-challenges): Linux commands, shell scripting, sysadmin tasks.
- [Cybersecurity Labs for Beginners](https://labex.io/courses/cybersecurity-labs-for-beginners): 20 labs: ethical hacking, Nmap, Hydra, OpenSSL, Wireshark.
- [NumPy Practice Challenges](https://labex.io/courses/numpy-practice-challenges): NumPy data manipulation challenges.
- [Pandas Practice Challenges](https://labex.io/courses/pandas-practice-challenges): Pandas exploration, transformation challenges.
- [Docker Practice Challenges](https://labex.io/courses/docker-practice-challenges): Container management, networking challenges.
- [Docker Practice Labs](https://labex.io/courses/docker-practice-labs): Build, manage, deploy containers.
- [Hadoop Practice Challenges](https://labex.io/courses/hadoop-practice-challenges): Cluster setup, MapReduce, Hive, Pig, Spark.
- [Hadoop Practice Labs](https://labex.io/courses/hadoop-practice-labs): Distributed data processing labs.
- [Sklearn Practice Challenges](https://labex.io/courses/sklearn-practice-challenges): Scikit-learn ML challenges.
- [Java Exercises (200+)](https://labex.io/courses/java-exercises): 200+ Java exercises from syntax to data structures.
- [Web Interactive Challenges](https://labex.io/courses/web-development-interactive-challenges): 130+ JavaScript labs: DOM, algorithms.
- [MongoDB for Beginners](https://labex.io/courses/mongodb-for-beginners): Data operations, querying, schema, indexing.
- [Kubernetes for Noobs](https://labex.io/courses/kubernetes-for-noobs): Containers, workloads, networking, storage in Kubernetes.
- [C Programming for Beginners](https://labex.io/courses/c-programming-for-beginners): C data types, operators, loops, arrays, functions.
- [C++ Programming for Beginners](https://labex.io/courses/cpp-programming-for-beginners): C++ syntax, classes, STL.
- [HTML for Beginners](https://labex.io/courses/html-for-beginners): HTML structure, tags, forms.
- [Nmap Network Scanning on Linux](https://labex.io/courses/hands-on-network-scanning-with-nmap-on-linux): Host discovery, port scanning, OS detection, firewall evasion.
- [Wireshark and Tshark for Cybersecurity](https://labex.io/courses/cybersecurity-analysis-with-wireshark-and-tshark): Packet capture, filtering, protocol analysis.
- [Hydra for Beginners](https://labex.io/courses/hydra-for-beginners): Hydra for SSH, HTTP, FTP, Telnet password cracking.
- [Hydra Attack Labs](https://labex.io/courses/hydra-cybersecurity-attack-labs): SSL brute-force, session restoration, multi-target attacks.
- [Advanced MySQL Labs](https://labex.io/courses/advanced-mysql-practical-labs): Optimization, JSON, window functions, CTEs, backup.
- [PostgreSQL for Beginners](https://labex.io/courses/postgresql-for-beginners): Installation, data operations.
- [Advanced PostgreSQL Labs](https://labex.io/courses/advanced-postgresql-practical-labs): Joins, JSONB, indexing, replication.
- [Redis for Beginners](https://labex.io/courses/redis-for-beginners): Key-value ops, data structures.
- [Redis Intermediate to Advanced](https://labex.io/courses/redis-intermediate-to-advanced): Transactions, scripting, persistence, clustering.
- [Kali Linux for Beginners](https://labex.io/courses/kali-linux-for-beginners): Kali Linux introduction.
- [SQLite for Beginners](https://labex.io/courses/sqlite-for-beginners): Installation, tables, data manipulation.
- [SQLite Intermediate to Advanced](https://labex.io/courses/sqlite-intermediate-to-advanced): Advanced SQLite features.
- [Red Hat RH124 Labs (RHCSA)](https://labex.io/courses/red-hat-system-administration-rh124-labs): RHEL basics: commands, file management, users, permissions, networking.
- [Red Hat RH134 Labs (RHCSA Prep)](https://labex.io/courses/red-hat-system-administration-rh134-labs): Task scheduling, SELinux, storage, boot, containers.
- [Red Hat RH294 Labs (RHCE)](https://labex.io/courses/red-hat-enterprise-linux-automation-with-ansible-rh294): Ansible playbooks, roles, automation.
- [CompTIA Linux+ Labs (XK0-005)](https://labex.io/courses/comptia-linux-plus-training-labs): Linux admin for Linux+ cert.
- [CompTIA Network+ Labs (N10-009)](https://labex.io/courses/comptia-network-plus-training-labs): Networking for Network+ cert.
- [CompTIA Security+ Labs (SY0-701)](https://labex.io/courses/comptia-security-plus-training-labs): Cybersecurity for Security+ cert.
- [CTF for Beginners](https://labex.io/courses/ctf-for-beginners): 10 CTF labs: hidden files, weak passwords, misconfigurations.
- [NumPy for Beginners](https://labex.io/courses/numpy-for-beginners): Arrays, indexing, broadcasting, scientific computing.
- [Pandas for Beginners](https://labex.io/courses/pandas-for-beginners): DataFrames, selection, filtering, cleaning.
- [Scikit-learn for Beginners](https://labex.io/courses/scikit-learn-for-beginners): Preprocessing, regression, classification, cross-validation.
- [Matplotlib for Beginners](https://labex.io/courses/matplotlib-for-beginners): Plotting, customization, chart types.
- [Penetration Testing for Beginners](https://labex.io/courses/penetration-testing-for-beginners): 8 labs: vulnerability discovery, Nmap, SMB, SSH.
- [CSS for Beginners](https://labex.io/courses/css-for-beginners): Selectors, layout, Tailwind CSS.
- [JavaScript for Beginners](https://labex.io/courses/javascript-for-beginners): Variables, DOM, event handling.
- [React for Beginners](https://labex.io/courses/react-for-beginners): Components, JSX, hooks, state management.
- [Monitoring and Logging for DevOps](https://labex.io/courses/monitoring-and-logging-for-devops): Prometheus, Grafana, Loki, metrics, alerting.
- [Hashcat for Beginners](https://labex.io/courses/hashcat-for-beginners): Dictionary/brute-force attacks, hash cracking.
- [Metasploit for Beginners](https://labex.io/courses/metasploit-for-beginners): Scanning, exploitation, post-exploitation.
- [Terraform for Beginners](https://labex.io/courses/terraform-for-beginners): Resources, variables, modules, state.
- [Cryptography for Beginners](https://labex.io/courses/cryptography-for-beginners): Encryption, hashing, OpenSSL, Python crypto.
- [CompTIA A+ Labs (220-1201/1202)](https://labex.io/courses/comptia-a-plus-training-labs): Hardware, networking, OS, security for A+ cert.
- [GitHub Actions for Beginners](https://labex.io/courses/github-actions-for-beginners): Workflows, CI/CD automation.
- [Linux Terminal Basics](https://labex.io/courses/linux-terminal-basics): Basic commands, filesystem navigation, help.
- [File System Navigation and Operations](https://labex.io/courses/file-system-navigation-and-file-operations): Directory navigation, file ops, wildcards.
- [Viewing, Searching, Editing Files](https://labex.io/courses/viewing-searching-and-editing-files): cat, grep, Nano, Vim.
- [Shell Redirection and Pipelines](https://labex.io/courses/shell-redirection-and-pipelines): Redirection, pipes, command chaining.
- [Shell Environment and Variables](https://labex.io/courses/shell-environment-and-variables): PATH, custom variables, shell config.
- [Users, Groups, and Permissions](https://labex.io/courses/users-groups-and-permissions): chmod, chown, sudo, umask.
- [Processes and Job Control](https://labex.io/courses/processes-and-job-control): top, ps, kill, jobs, nice.
- [System Information and Resource Monitoring](https://labex.io/courses/system-information-and-resource-monitoring): free, df, du, uptime, uname.
- [Disk Filesystems and Storage Management](https://labex.io/courses/disk-filesystems-and-storage-management): lsblk, mount, fstab, LVM.
- [Linux Networking Fundamentals](https://labex.io/courses/linux-networking-fundamentals): ip, ping, ss, curl, wget, DNS.
- [Remote Access and Secure File Transfer](https://labex.io/courses/remote-access-and-secure-file-transfer): SSH, SCP, RSYNC, SFTP.
- [Software Package Management](https://labex.io/courses/software-package-management): APT, DNF, install/remove, updates, repos.
- [Service Management with systemd](https://labex.io/courses/service-management-with-systemd): Start/stop, enable, journalctl.
- [Log Management and Text Processing](https://labex.io/courses/log-management-and-text-processing): Log locations, grep, awk, sed.
- [Archiving and Backup](https://labex.io/courses/archiving-and-backup): tar, gzip, backup strategies.
- [Shell Scripting Fundamentals](https://labex.io/courses/shell-scripting-fundamentals): Scripts, variables, conditionals, loops.
- [Advanced Shell Scripting](https://labex.io/courses/advanced-shell-scripting-techniques): Functions, trap, string manipulation, arrays.
- [Text Processing with AWK and sed](https://labex.io/courses/text-processing-with-awk-and-sed): sed, AWK column extraction, filtering.
- [Scheduled Tasks and Routine Maintenance](https://labex.io/courses/scheduled-tasks-and-routine-maintenance): Cron, crontabs, at.
- [Boot Process and Recovery](https://labex.io/courses/boot-process-and-recovery): Boot process, runlevels, rescue mode.
- [Basic System Security](https://labex.io/courses/basic-system-security): UFW, sudoers, listening ports.
- [Version Control with Git](https://labex.io/courses/version-control-with-git): Git setup, repo, branching, gitignore.
- [Docker Container Basics](https://labex.io/courses/docker-container-basics): Run containers, exec, logs, port mapping.
- [MySQL Database Basics](https://labex.io/courses/mysql-database-basics): MariaDB, SQL shell, backup/restore.
- [Nginx Web Server](https://labex.io/courses/nginx-web-server): Virtual hosts, reverse proxy, auth.
- [Apache Web Server](https://labex.io/courses/apache-web-server): HTTPD, virtual hosts, htaccess, URL rewrite.
- [DNS Service Administration](https://labex.io/courses/dns-service-administration): BIND9, caching resolver, zones, records.
- [DHCP Service Administration](https://labex.io/courses/dhcp-service-administration): ISC DHCP, subnet scope, reservations.
- [NFS and Samba File Sharing](https://labex.io/courses/nfs-and-samba-file-sharing): NFS config, Samba shares, auth.
- [RPM and DNF Package Management](https://labex.io/courses/rpm-and-dnf-package-management): RPM queries, DNF, local repo.
- [Firewalld Configuration](https://labex.io/courses/firewalld-configuration): Zones, services, rich rules, port forwarding.
- [SELinux Administration](https://labex.io/courses/selinux-administration): Modes, contexts, booleans, troubleshooting.
- [Ansible Automation](https://labex.io/courses/ansible-automation): Inventory, playbooks, variables, roles.
- [HAProxy Load Balancing](https://labex.io/courses/haproxy-load-balancing): HTTP/TCP load balancing, ACLs.
- [Keepalived High Availability](https://labex.io/courses/keepalived-high-availability): VRRP, failover.
- [Prometheus Monitoring](https://labex.io/courses/prometheus-monitoring): Node Exporter, PromQL, Alertmanager.
- [Grafana Data Visualization](https://labex.io/courses/grafana-data-visualization): Dashboards, visualizations, alerting.
- [Centralized Log Management](https://labex.io/courses/centralized-log-management): Centralized log aggregation.
- [GitHub Actions CI/CD](https://labex.io/courses/github-actions-cicd): Workflows, CI, artifacts, secrets, CD.
- [Terraform Infrastructure as Code](https://labex.io/courses/terraform-infrastructure-as-code): Resources, variables, state, modules.
- [Kubernetes Fundamentals](https://labex.io/courses/kubernetes-fundamentals): Pods, deployments, services.
- [Kubernetes Cluster Administration](https://labex.io/courses/kubernetes-cluster-administration): Nodes, RBAC, secrets, ConfigMaps.
- [Python for Operations](https://labex.io/courses/python-for-operations): Shell commands, shutil, JSON, requests.

## Others
- [Sign in](https://labex.io/login): Log in to LabEx.
- [Sign up](https://labex.io/register): Register with Google, Github, or Email.

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