Deep knowledge

🚀 BIG ANNOUNCEMENT 🚀

After intensive preparation, research, and real-world system design,
I’m officially launching a FREE YouTube series on:

🎯 Industrial MLOps with Azure ML & AKS — Full Production Pipeline 🎯



✅ No toy projects.


✅ No "just Jupyter notebooks."


✅ 100% real-world enterprise ML system design.


✅ End-to-end pipelines, monitoring, deployment, security, and automation — exactly like real companies build.





📅 First Episode:
📌 Thursday, June 11, 2025





✅ This series will cover:



📦 Azure ML Pipelines

🔎 PaDiM Industrial Defect Detection (Real Use Case)

☸️ AKS Deployment (Kubernetes)

⚡ FastAPI Inference

📊 MLflow Tracking

🔄 Full CI/CD with Azure DevOps

📈 Application Insights Monitoring

🌊 Drift Detection

📉 Load Testing

🔐 Key Vault Security

🐳 Full Dockerization






If you're serious about learning how real companies build ML systems, this series is for you.

🎯 Subscribe, turn on notifications 🔔, and get ready.

🔥 Let’s build real industrial ML pipelines — not toy models.




#MLOps #AzureML #AKS #IndustrialAI #MachineLearning #AzureDevOps #FullStackML #MLOpsPipeline #PaDiM #AnomalyDetection #ProductionML

3 months ago | [YT] | 4