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Labby

Develop skills in Linux, DevOps, Cybersecurity, Programming, Data Science, and more through interactive labs and real-world projects.

Location Hong Kong Joined Joined on  Personal website https://labex.io/ twitter website
Mastering Kubernetes: Hands-on with Run, Describe, Logs, and DaemonSets
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Mastering Kubernetes: Hands-on with Run, Describe, Logs, and DaemonSets

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2 min read

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Web Development Logic: 5 Essential Challenges (Combinations, Subsequences, and BST Traversal)
Cover image for Web Development Logic: 5 Essential Challenges (Combinations, Subsequences, and BST Traversal)

Web Development Logic: 5 Essential Challenges (Combinations, Subsequences, and BST Traversal)

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3 min read
4 scikit-learn Labs: Linear Regression, Digit Recognition, Credit Risk, and SVM Iris Classification
Cover image for 4 scikit-learn Labs: Linear Regression, Digit Recognition, Credit Risk, and SVM Iris Classification

4 scikit-learn Labs: Linear Regression, Digit Recognition, Credit Risk, and SVM Iris Classification

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3 min read
Redis Hands-On: 5 Labs Covering Data Structures, Advanced Key Management, and HyperLogLog
Cover image for Redis Hands-On: 5 Labs Covering Data Structures, Advanced Key Management, and HyperLogLog

Redis Hands-On: 5 Labs Covering Data Structures, Advanced Key Management, and HyperLogLog

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3 min read
CompTIA Hands-On Labs: Digital Forensics Integrity, Docker Container Security, and Linux Endpoint Hardening
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CompTIA Hands-On Labs: Digital Forensics Integrity, Docker Container Security, and Linux Endpoint Hardening

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2 min read
Linux Sysadmin Mastery: 5 Hands-On Labs for Process, SELinux, IP, Kernel Modules, and Git
Cover image for Linux Sysadmin Mastery: 5 Hands-On Labs for Process, SELinux, IP, Kernel Modules, and Git

Linux Sysadmin Mastery: 5 Hands-On Labs for Process, SELinux, IP, Kernel Modules, and Git

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3 min read
Kali Linux Lab Path: Master Nmap Scanning, OS Verification, and File Management Essentials
Cover image for Kali Linux Lab Path: Master Nmap Scanning, OS Verification, and File Management Essentials

Kali Linux Lab Path: Master Nmap Scanning, OS Verification, and File Management Essentials

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3 min read
Kubernetes Scheduling & Debugging: Taints, Port-Forward, and Annotate Practical Challenges
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Kubernetes Scheduling & Debugging: Taints, Port-Forward, and Annotate Practical Challenges

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2 min read
Redis Fundamentals: 4 Hands-On Labs on Persistence, Data Structures, and BLPOP
Cover image for Redis Fundamentals: 4 Hands-On Labs on Persistence, Data Structures, and BLPOP

Redis Fundamentals: 4 Hands-On Labs on Persistence, Data Structures, and BLPOP

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3 min read
CSS Lab: Create Fixed Positioning Layout, Animated Social Buttons, and Perfect Rounded Corners
Cover image for CSS Lab: Create Fixed Positioning Layout, Animated Social Buttons, and Perfect Rounded Corners

CSS Lab: Create Fixed Positioning Layout, Animated Social Buttons, and Perfect Rounded Corners

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2 min read
Golang String Fundamentals, Switch-Case, and Goto: 3 Essential Hands-On Labs
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Golang String Fundamentals, Switch-Case, and Goto: 3 Essential Hands-On Labs

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2 min read
PostgreSQL DBA Path: Setup, Table Creation, and Database Maintenance Labs
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PostgreSQL DBA Path: Setup, Table Creation, and Database Maintenance Labs

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2 min read
CSS Projects: Grid Pet Showcase, Fan Hover Effects, and Responsive News Homepage Tutorial
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CSS Projects: Grid Pet Showcase, Fan Hover Effects, and Responsive News Homepage Tutorial

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2 min read
Kubernetes Hands-On: PersistentVolumes, CronJobs, ConfigMaps, and Secure Kubeconfig Management Labs
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Kubernetes Hands-On: PersistentVolumes, CronJobs, ConfigMaps, and Secure Kubeconfig Management Labs

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2 min read
5 Hands-On Linux Labs: Master File System Paths, User Management, and Command Pipelines
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5 Hands-On Linux Labs: Master File System Paths, User Management, and Command Pipelines

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3 min read
4 MySQL Labs: Automate Tasks with Event Scheduler, Master CTEs, and Pro Data Handling
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4 MySQL Labs: Automate Tasks with Event Scheduler, Master CTEs, and Pro Data Handling

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2 min read
React Project Path: Build 5 Practical Apps (Notes, Theme Switcher, Custom Hooks) in 90 Minutes
Cover image for React Project Path: Build 5 Practical Apps (Notes, Theme Switcher, Custom Hooks) in 90 Minutes

React Project Path: Build 5 Practical Apps (Notes, Theme Switcher, Custom Hooks) in 90 Minutes

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3 min read
Shell Scripting Mastery: 5 Challenges - Recursive Functions, Bubble Sort CLI, and System Config Analysis
Cover image for Shell Scripting Mastery: 5 Challenges - Recursive Functions, Bubble Sort CLI, and System Config Analysis

Shell Scripting Mastery: 5 Challenges - Recursive Functions, Bubble Sort CLI, and System Config Analysis

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3 min read
Build 3 React Apps: Responsive Navigation Hook, Context Theme Switcher, Dynamic UI Labs
Cover image for Build 3 React Apps: Responsive Navigation Hook, Context Theme Switcher, Dynamic UI Labs

Build 3 React Apps: Responsive Navigation Hook, Context Theme Switcher, Dynamic UI Labs

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2 min read
NumPy Labs: Minkowski Distance, Image Edge Detection, and Array Reshaping for Data Science
Cover image for NumPy Labs: Minkowski Distance, Image Edge Detection, and Array Reshaping for Data Science

NumPy Labs: Minkowski Distance, Image Edge Detection, and Array Reshaping for Data Science

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3 min read
MongoDB Labs: Write Queries, Design User Profiles, and Master CRUD Operations
Cover image for MongoDB Labs: Write Queries, Design User Profiles, and Master CRUD Operations

MongoDB Labs: Write Queries, Design User Profiles, and Master CRUD Operations

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2 min read
Jenkins CI/CD Starter Kit: 5 Labs on Docker, Git Integration, and User Management
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Jenkins CI/CD Starter Kit: 5 Labs on Docker, Git Integration, and User Management

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3 min read
Red Hat Enterprise Linux Troubleshooting: 4 Labs on LVM Extension, Permissions, SELinux & Shell Scripting
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Red Hat Enterprise Linux Troubleshooting: 4 Labs on LVM Extension, Permissions, SELinux & Shell Scripting

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2 min read
MySQL Tutorial: Master Table Structure, User Privileges, and the Movie Data Challenge in 3 Practical Labs
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MySQL Tutorial: Master Table Structure, User Privileges, and the Movie Data Challenge in 3 Practical Labs

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2 min read
Core HTML Skills: Build a Random Greeting Card Generator, Takeout Review System, and Vue Data Visualization
Cover image for Core HTML Skills: Build a Random Greeting Card Generator, Takeout Review System, and Vue Data Visualization

Core HTML Skills: Build a Random Greeting Card Generator, Takeout Review System, and Vue Data Visualization

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2 min read
Jenkins CI/CD: Secure User Access, Automate Freestyle Builds, and Integrate Git Source Control
Cover image for Jenkins CI/CD: Secure User Access, Automate Freestyle Builds, and Integrate Git Source Control

Jenkins CI/CD: Secure User Access, Automate Freestyle Builds, and Integrate Git Source Control

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2 min read
DevOps Foundations: 5 Hands-On Labs on Linux Security (SELinux, Permissions) and Podman/Skopeo Container Management
Cover image for DevOps Foundations: 5 Hands-On Labs on Linux Security (SELinux, Permissions) and Podman/Skopeo Container Management

DevOps Foundations: 5 Hands-On Labs on Linux Security (SELinux, Permissions) and Podman/Skopeo Container Management

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2 min read
MySQL Database Performance: Managing Indexes, SHA-256 Encryption, and Secure Data Insertion
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MySQL Database Performance: Managing Indexes, SHA-256 Encryption, and Secure Data Insertion

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2 min read
SQLite Advanced Labs: CTE Queries, Foreign Keys, and Data Integrity for Embedded Apps
Cover image for SQLite Advanced Labs: CTE Queries, Foreign Keys, and Data Integrity for Embedded Apps

SQLite Advanced Labs: CTE Queries, Foreign Keys, and Data Integrity for Embedded Apps

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3 min read
MySQL Labs: Change Default Value, Add Constraints, and Insert Student Data
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MySQL Labs: Change Default Value, Add Constraints, and Insert Student Data

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2 min read
CompTIA Prep: 4 Hands-On Labs for Linux Hardening, Log Analysis, and Docker Security
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CompTIA Prep: 4 Hands-On Labs for Linux Hardening, Log Analysis, and Docker Security

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2 min read
Practical Redis Database Mastery: Labs on Sorted Sets, Performance Tuning, and List Commands
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Practical Redis Database Mastery: Labs on Sorted Sets, Performance Tuning, and List Commands

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2 min read
Redis Basic Data Management: Key-Value Operations and Atomic Counters Tutorial
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Redis Basic Data Management: Key-Value Operations and Atomic Counters Tutorial

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2 min read
Ansible Automation Mastery: Hands-On Labs for Inventory Grouping, Apt Package Management, and the Fetch Module
Cover image for Ansible Automation Mastery: Hands-On Labs for Inventory Grouping, Apt Package Management, and the Fetch Module

Ansible Automation Mastery: Hands-On Labs for Inventory Grouping, Apt Package Management, and the Fetch Module

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2 min read
Java Programming Labs: Calculate Sum of Digits, Standard Deviation, and Coordinate Subtraction (5 Hands-on Exercises)
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Java Programming Labs: Calculate Sum of Digits, Standard Deviation, and Coordinate Subtraction (5 Hands-on Exercises)

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3 min read
Nmap Hands-On: Explore Verbosity, UDP Scanning, and Network Discovery Techniques
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Nmap Hands-On: Explore Verbosity, UDP Scanning, and Network Discovery Techniques

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2 min read
LabEx Launches 2025 Black Friday Deals
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LabEx Launches 2025 Black Friday Deals

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1 min read
Linux Security Auditing: 5 Hands-On Labs for Rsync Anonymous Sync, SMB Guest Access, and SSH Key Enumeration
Cover image for Linux Security Auditing: 5 Hands-On Labs for Rsync Anonymous Sync, SMB Guest Access, and SSH Key Enumeration

Linux Security Auditing: 5 Hands-On Labs for Rsync Anonymous Sync, SMB Guest Access, and SSH Key Enumeration

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3 min read
Apply Descendant Selectors & Background Styles: Essential CSS Techniques for HTML
Cover image for Apply Descendant Selectors & Background Styles: Essential CSS Techniques for HTML

Apply Descendant Selectors & Background Styles: Essential CSS Techniques for HTML

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2 min read
3 Hands-On PostgreSQL Labs: Setup, Data Filtering (WHERE/LIKE), and PL/pgSQL Error Handling
Cover image for 3 Hands-On PostgreSQL Labs: Setup, Data Filtering (WHERE/LIKE), and PL/pgSQL Error Handling

3 Hands-On PostgreSQL Labs: Setup, Data Filtering (WHERE/LIKE), and PL/pgSQL Error Handling

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2 min read
NumPy Array Operations Challenge: Master Indexing, Slicing, and Binary Operations (3 Hands-On Labs)
Cover image for NumPy Array Operations Challenge: Master Indexing, Slicing, and Binary Operations (3 Hands-On Labs)

NumPy Array Operations Challenge: Master Indexing, Slicing, and Binary Operations (3 Hands-On Labs)

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2 min read
Alibaba Cloud Labs: Canary Releases with MSE, Kubernetes Log Mastery & Tomcat Session Sharing
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Alibaba Cloud Labs: Canary Releases with MSE, Kubernetes Log Mastery & Tomcat Session Sharing

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4 min read
RHEL Quick Start: 4 Hands-on Labs for Storage, Security, and Container Persistence
Cover image for RHEL Quick Start: 4 Hands-on Labs for Storage, Security, and Container Persistence

RHEL Quick Start: 4 Hands-on Labs for Storage, Security, and Container Persistence

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2 min read
RHCSA Prep: 4 Hands-On Labs for RHEL - Tar, Shell Scripting, User Groups, and Symbolic Links
Cover image for RHCSA Prep: 4 Hands-On Labs for RHEL - Tar, Shell Scripting, User Groups, and Symbolic Links

RHCSA Prep: 4 Hands-On Labs for RHEL - Tar, Shell Scripting, User Groups, and Symbolic Links

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2 min read
Java LocalDate: 5 Essential Methods (plus, ofEpochDay, now(Clock)) for Accurate Date Calculations
Cover image for Java LocalDate: 5 Essential Methods (plus, ofEpochDay, now(Clock)) for Accurate Date Calculations

Java LocalDate: 5 Essential Methods (plus, ofEpochDay, now(Clock)) for Accurate Date Calculations

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3 min read
Database Essentials: Insert Student Data, MySQL Backup with mysqldump, and Index Optimization
Cover image for Database Essentials: Insert Student Data, MySQL Backup with mysqldump, and Index Optimization

Database Essentials: Insert Student Data, MySQL Backup with mysqldump, and Index Optimization

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2 min read
Python Coding Challenges: FizzBuzz, String Equality, and Heterogram Checks for Beginners
Cover image for Python Coding Challenges: FizzBuzz, String Equality, and Heterogram Checks for Beginners

Python Coding Challenges: FizzBuzz, String Equality, and Heterogram Checks for Beginners

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3 min read
Hydra Brute-Force: 5 Labs to Crack Telnet, HTTP, and FTP Credentials (Verify Installation & Speed)
Cover image for Hydra Brute-Force: 5 Labs to Crack Telnet, HTTP, and FTP Credentials (Verify Installation & Speed)

Hydra Brute-Force: 5 Labs to Crack Telnet, HTTP, and FTP Credentials (Verify Installation & Speed)

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3 min read
SQLite Performance Tuning: 3 Practical Labs for PRAGMA, Indexing, and FTS5 Full-Text Search
Cover image for SQLite Performance Tuning: 3 Practical Labs for PRAGMA, Indexing, and FTS5 Full-Text Search

SQLite Performance Tuning: 3 Practical Labs for PRAGMA, Indexing, and FTS5 Full-Text Search

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2 min read
Jenkins CI/CD: Docker Installation, Interface Navigation, and Declarative Pipeline Tutorial
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Jenkins CI/CD: Docker Installation, Interface Navigation, and Declarative Pipeline Tutorial

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2 min read
4 HTML Challenges: Build a Custom Membership Card & Fix Display Issues with Real-World Code Labs
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4 HTML Challenges: Build a Custom Membership Card & Fix Display Issues with Real-World Code Labs

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3 min read
4 Linux Security Labs: Implementing CIA Triad, GPG Cryptography, and Detecting Command Injection Attacks
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4 Linux Security Labs: Implementing CIA Triad, GPG Cryptography, and Detecting Command Injection Attacks

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3 min read
Red Hat Enterprise Linux: Configure Firewalld, Secure SSH Keys, and Container Persistence Labs
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Red Hat Enterprise Linux: Configure Firewalld, Secure SSH Keys, and Container Persistence Labs

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2 min read
5 Hands-On Redis Labs: Sorted Sets, Pub/Sub Messaging, Transactions, and Security Configuration
Cover image for 5 Hands-On Redis Labs: Sorted Sets, Pub/Sub Messaging, Transactions, and Security Configuration

5 Hands-On Redis Labs: Sorted Sets, Pub/Sub Messaging, Transactions, and Security Configuration

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3 min read
Hands-On MongoDB: 3 Labs to Filter Collections, Create Schemas, and Model User Profiles
Cover image for Hands-On MongoDB: 3 Labs to Filter Collections, Create Schemas, and Model User Profiles

Hands-On MongoDB: 3 Labs to Filter Collections, Create Schemas, and Model User Profiles

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2 min read
5 Pandas Labs: Master .query(), E-commerce String Cleaning, and Advanced Data Filtering with .where()
Cover image for 5 Pandas Labs: Master .query(), E-commerce String Cleaning, and Advanced Data Filtering with .where()

5 Pandas Labs: Master .query(), E-commerce String Cleaning, and Advanced Data Filtering with .where()

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3 min read
5 Python Projects for DevOps: Build a Network Scanner, Tkinter GUI, and Game Automation Scripts
Cover image for 5 Python Projects for DevOps: Build a Network Scanner, Tkinter GUI, and Game Automation Scripts

5 Python Projects for DevOps: Build a Network Scanner, Tkinter GUI, and Game Automation Scripts

Comments
3 min read
4 NumPy Labs: Array Creation, Advanced Indexing, Vectorized KNN, and Gradient Edge Detection
Cover image for 4 NumPy Labs: Array Creation, Advanced Indexing, Vectorized KNN, and Gradient Edge Detection

4 NumPy Labs: Array Creation, Advanced Indexing, Vectorized KNN, and Gradient Edge Detection

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3 min read
Scikit-Learn 4-Step Path: Mastering Classification with Naive Bayes, SVM, and Essential Metrics
Cover image for Scikit-Learn 4-Step Path: Mastering Classification with Naive Bayes, SVM, and Essential Metrics

Scikit-Learn 4-Step Path: Mastering Classification with Naive Bayes, SVM, and Essential Metrics

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3 min read
SQLite Mastery: 5 Labs on Database Backup, CTE Queries, and Linux Setup for Data Management
Cover image for SQLite Mastery: 5 Labs on Database Backup, CTE Queries, and Linux Setup for Data Management

SQLite Mastery: 5 Labs on Database Backup, CTE Queries, and Linux Setup for Data Management

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3 min read
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