Tag: DevOps
Posts about "DevOps"
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AI/ML · 7 min read
Deploying Machine Learning Models to Production: A Complete Guide
Learn how to take ML models from Jupyter notebooks to production-ready systems. Covers containerization, model versioning, A/B testing, monitoring, and MLOps best practices with real examples.
DevOps · 7 min read
Deploying Data Applications with Kubernetes: The Complete Guide
Master Kubernetes for data workloads. Learn pods, services, deployments, statefulsets, Helm, and production patterns for running scalable, reliable data applications.
DevOps · 7 min read
Docker Essentials for Data Engineers: Containerize Your Data Applications
Master Docker containerization for data engineering. Learn images, containers, volumes, networking, Docker Compose, and best practices for building reproducible data pipelines.
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