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Machine Learning & AI

This section provides various usage examples for building and utilizing Machine Learning & AI environments.
You can find the KakaoCloud Kubeflow guide used in the tutorial under the Service category.

Tutorial structure​

The tutorials in this category are divided into the following series, each offering a step-by-step cloud-based machine learning practice flow:

  • Kubeflow basic workflows:
    Learn the fundamental Kubeflow features needed to build, train, and manage machine learning models.

  • Kubeflow LLM workflows:
    Explore how to prepare, train, and deploy large language models (LLMs) using Kubeflow.

  • Kubeflow traffic prediction modeling:
    Learn how to build a real-world traffic prediction model using Kubeflow and load balancer log data.