Experience KakaoCloud services.

Follow the step-by-step tutorial guides to build various cloud environments.

Latest Tutorials

Explore the latest tutorials covering practical KakaoCloud service use cases.

Observability

Query Cloud Trail logs with Data Query

Learn how to query Cloud Trail logs stored in Object Storage using Data Catalog and Data Query with SQL.

30mins

Observability

Query DNS resolver query logs with Data Query

Learn how to query DNS resolver query logs stored in Object Storage using Data Catalog and Data Query with SQL.

30mins

Tutorial series

OpenSearch-based AI use cases

Learn how to build vector search, RAG, and natural-language log analysis using Advanced Managed Search with OpenAI and Claude.

120mins

Tutorial series

Build a real-time data pipeline

Walk through the full process of building a real-time data pipeline based on KakaoCloud Advanced Managed Kafka.

90mins

Tutorial series

Kubeflow-based LLM workflow

Practice LLM inference, fine-tuning, and RAG implementation with Kanana and Llama 3.2 models on KakaoCloud Kubeflow.

150mins

Tutorial series

Kubeflow-based traffic prediction model

Learn the full process of building and operating a load balancer log-based traffic prediction model through a machine learning workflow.

180mins

AI Operations Automation

Explore advanced examples you can apply directly in operational environments, including AI application integration, enterprise identity, and GitOps automation.

Container

Deploy an MCP Server on Kubernetes Engine

Deploy a Model Context Protocol (MCP) Server on Kubernetes Engine and test remote server access from an MCP client such as Claude Desktop.

45mins

Dev Tools

Integrate KakaoCloud with Microsoft Entra ID as an IdP

Integrate Microsoft Entra ID as an identity provider to manage sign-in and user authentication for a KakaoCloud organization.

40mins

Dev Tools

Build GitOps on KakaoCloud Kubernetes

Build a GitOps workflow that covers container image builds, Container Registry uploads, deployment manifest updates, and ArgoCD-based automated deployment.

50mins

GPU Environment Setup

Learn how to create and use the components required to build GPU environments on KakaoCloud.

Container

Use NVIDIA GPU work nodes in a Kubernetes Engine cluster

Create GPU nodes in a Kubernetes cluster and learn two ways to use GPUs in workloads.

15mins

Compute

Configure a Jupyter Notebook environment on GPU

Set up Jupyter Notebook, an integrated development environment for Python, using KakaoCloud GPU services.

20mins

Compute

Initialize an NVIDIA GPU environment

Install and verify the drivers and libraries required for an NVIDIA GPU environment on a KakaoCloud GPU instance.

30mins

Data Analytics Pipelines

Explore data analytics examples for configuring data ingestion, metadata management, and log analysis pipelines.

Big Data

Analyze and monitor web server logs in real time using Hadoop Eco Dataflow

Use Hadoop Eco to build an environment for real-time web server log analysis and monitoring.

60mins

Big Data

Extract MySQL metadata using Data Catalog crawler

Learn how to extract metadata from two MySQL databases using Data Catalog crawler.

20mins

Big Data

Analyze web server logs using Hadoop Eco

Build a hands-on web server log analysis environment by integrating Hadoop Eco, Object Storage, and Data Catalog.

60mins

Kubernetes Use Cases

Explore examples that use Kubernetes Engine, KakaoCloud's managed Kubernetes service.

Container

Create and use node pools with labels and taints

Use labels and taints to deploy workloads that meet specific conditions to the appropriate instance groups.

10mins

Observability

Build a monitoring environment for a Kubernetes Engine cluster

Build a workload monitoring environment for a Kubernetes cluster created with Kubernetes Engine.

30mins

Observability

Build an NVIDIA GPU monitoring environment for a Kubernetes cluster

Create an NVIDIA GPU worker node pool in a Kubernetes cluster created with Kubernetes Engine and build a monitoring environment.

20mins

KakaoCloud 101

Explore basic use cases using compute and networking resources.

Networking

Build a network using NAT instances across multiple availability zones

Learn how to deploy KakaoCloud VM NAT instances in each availability zone of a multi-AZ environment.

40mins

Compute

Configure a VM-based web service

Build a basic 3-tier architecture with web, application, and database layers by creating the required resources directly on KakaoCloud.

60mins

Observability

Monitor VM instances

Install the Monitoring Agent on an instance and monitor a specific VM instance.

30mins

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