Articles by tag: mlops

Machine Learning Courses: Technical Overview of 2026 Programs

Comparison of ML Courses at Eduson Academy: PRO vs Basic, Data Scientist, generative AI. Practical projects, technology stack, recommendations for developers.

vLLM Production Stack: basic launch in K8s

Deployment of vLLM in Kubernetes with Production Stack. GPU/CPU settings, tool-calling, multimodal models. YAML configurations and memory optimizations for middle/senior devops.

MLOps on free GPUs: processing PDF archives

How to process 9 GB of PDF archives on T4 GPU with 16 GB RAM. ZeroGPU, PyMuPDF, variance filtering, memory management. Practical guide.

Testing ML Systems: Challenges, Methods, and Best Practices for QA

Learn how to test machine learning: from metrics analysis to regression. Practical tips for QA specialists and developers.