Hey — It's Sandip Das 👋
Hands-on labs bridge the gap between theory and real production skills by letting you practice Linux, Kubernetes, troubleshooting, deployments, and automation in real environments.

Learning by doing builds the confidence and experience needed for interviews, certifications, and day-to-day engineering work.

Learn by Doing, Not by JUST Reading.

We've been heads-down building something we think you're going to love.

Today, we're launching LearnXops Labs — a new way to learn DevOps, MLOps, AI , Linux and more that puts you inside a real terminal, running real commands, inside a real Docker container. No VMs to set up. No cloud accounts to configure. Just open the app, click Launch Lab, and start working.

Every lab comes with:

Step-by-step tasks with hints when you're stuck
Task Verification — the app checks your work instantly
Solutions you can reveal if you need them
Points and progress tracking across your entire journey

50 Labs Available Right Now

We're launching with 50 labs across Linux, Kubernetes, Networking, AI & ML — with more categories coming soon.

🐧 Linux — 19 Labs

Lab	Level	Time
Linux Fundamentals: Navigating the File System	Beginner	45 min
Linux File System Navigation and Text Processing	Beginner	45 min
Linux vi Editor Fundamentals	Beginner	30 min
Linux SSH & SCP Fundamentals	Beginner	30 min
Managing User Accounts and Permissions in Linux	Beginner	30 min
Linux File Permissions and Process Management	Beginner	50 min
Linux Command Mastery: File Permissions, Processes & System Exploration	Beginner	60 min
Linux Core Concepts: Processes, Permissions, and Pipelines	Intermediate	30 min
Linux Core Concepts: Processes, Signals, and System Internals	Intermediate	35 min
Linux Core Concepts: Files, Permissions, and Processes	Intermediate	30 min
Linux Core Concepts: Advanced Process, Signal & IPC Mastery	Intermediate	45 min
Linux Package Management on Ubuntu	Intermediate	30 min
Linux Networking Fundamentals	Intermediate	30 min
Linux DNS: Configuration and Troubleshooting	Intermediate	30 min
Linux IPTables: Configuring Firewall Rules	Intermediate	30 min
Linux Cron Jobs: Automate Tasks with Cron	Intermediate	30 min
Linux Storage Filesystems	Intermediate	35 min
Linux systemd Services: Advanced Service Management	Advanced	30 min
Linux Troubleshooting: Diagnosing and Resolving Common System Issues	Advanced	45 min

🐳 Docker — 9 Labs

Lab	Level	Time
Docker Basic Commands: Container Management & Operations	Beginner	30 min
Docker Run: Master the docker run Command	Intermediate	30 min
Docker Images: Building and Managing Custom Images	Intermediate	30 min
Docker CMD & ENTRYPOINT: Understanding the Difference	Intermediate	30 min
Docker Networking: Bridge Networks and Container Communication	Intermediate	30 min
Docker Storage: Volumes and Bind Mounts	Intermediate	30 min
Docker Compose: Multi-Container Application Orchestration	Intermediate	30 min
Docker Registry: Store and Share Container Images	Intermediate	35 min
Docker Environment Variables	Intermediate	30 min

☸️ Kubernetes — 8 Labs

Lab	Level	Time
Kubernetes kubectl Commands: Hands-On Fundamentals	Beginner	30 min
Kubernetes Pods: The Smallest Deployable Units	Beginner	30 min
Kubernetes ReplicaSets: Ensuring Pod Availability and Scaling	Intermediate	40 min
Kubernetes Services: Networking and Service Discovery	Intermediate	45 min
Kubernetes Deployments: Managing Application Lifecycle and Updates	Intermediate	30 min
Kubernetes Rolling & Rollback Updates	Advanced	45 min
Kubernetes Horizontal Pod Autoscaler (HPA) in Action	Advanced	45 min
Kubernetes DNS Management	Advanced	45 min

🤖 AI & LLMs — 9 Labs

Lab	Level	Time
Artificial Intelligence Basics	Beginner	30 min
Machine Learning Basics	Beginner	30 min
LLM Basics: Building Your First AI Text Pipeline	Beginner	30 min
LangGraph Basics: Building Your First Stateful AI Workflow	Beginner	30 min
HuggingFace Basics: Your First AI Models	Beginner	30 min
LangChain Introduction: Building Your First AI Chain	Intermediate	30 min
Run Open Source LLMs Locally with Ollama	Intermediate	45 min
Model Context Protocol - Introduction	Intermediate	40 min
RAG Basics: Build a Retrieval-Augmented Generation Pipeline	Intermediate	45 min

⚙️ MLOps — 5 Labs

Lab	Level	Time
MLflow and Model Registry: Track, Log, and Register ML Models	Beginner	30 min
Vector DB Basics	Beginner	30 min
MLOps CI/CD Pipeline Fundamentals	Intermediate	30 min
Drift Detection & Monitoring in ML Pipelines	Intermediate	45 min
Mini RAG Lab using Ollama and Small Model	Advanced	45 min