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Türkçe(TR) MLOps Pipeline’ı: Versiyon Takibinden CI/CD’ye

MLOps Pipeline: From Version Control to CI/CD with Key Tools

By PulseAugur Editorial · [1 sources] ·

This article discusses the MLOps pipeline, detailing its progression from version control to Continuous Integration/Continuous Deployment (CI/CD). It highlights key tools and platforms involved in this process, such as Git, GitHub, Jenkins, Docker, Kubernetes, and cloud services like AWS, Azure, and Google Cloud Platform. The piece also touches upon popular machine learning frameworks like TensorFlow and PyTorch, emphasizing their integration within the MLOps workflow. AI

IMPACT Provides an overview of tools and practices for managing machine learning models in production environments.

RANK_REASON The article describes tools and processes for MLOps, not a new release or significant industry event.

Read on Medium — MLOps tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

MLOps Pipeline: From Version Control to CI/CD with Key Tools

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
The article describes tools and processes for MLOps, not a new release or significant industry event.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
infra, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
66 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Medium — MLOps tag TIER_1 Türkçe(TR) · Ömer Erdem Dilek ·

    MLOps Pipeline: From Version Tracking to CI/CD

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@omererdemdilek/mlops-pipeline%C4%B1-versiyon-takibinden-ci-cd-ye-28c71cef6af3?source=rss------mlops-5"><img src="https://cdn-images-1.medium.com/max/1024/1*T5A6S6guNriF063VOgZwFw.png" width="1…

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