Cloud & DevOps
Cloud fundamentals, CI/CD, containers, scalability, and operations
Deploy, monitor, and scale AI apps in production
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What is Cloud? (AI apps)
Cloud computing na enna? AI apps host panna cloud epdhi use pannradhu? AWS, Azure, GCP basics — Tanglish la simple ah explain pannrom.
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AWS vs Azure vs GCP
AWS, Azure, GCP — AI apps ku best cloud provider evaru? Detailed comparison with pricing, AI services, pros/cons — Tanglish la.
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Hosting AI apps
AI app epdhi host panradhu? Free and paid options, serverless vs server, deployment steps — Tanglish la complete guide.
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What is DevOps?
DevOps na enna? AI development teams ku DevOps yenda important? Culture, tools, practices — Tanglish la simple ah explain pannrom.
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CI/CD basics
CI/CD pipeline na enna? GitHub Actions use panni automated build, test, deploy epdhi setup panradhu — Tanglish la step-by-step guide.
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Docker for AI apps
Docker use panni AI apps epdhi containerize panradhu? Dockerfile writing, multi-stage builds, GPU support — Tanglish la complete guide.
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Kubernetes basics
Kubernetes (K8s) na enna? Containers manage panna epdhi use pannradhu? Pods, Services, Deployments — Tanglish la easy ah learn pannunga.
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Deploy AI app
AI app ah production la deploy panna complete guide. Docker, Cloud Run, CI/CD, monitoring — ellam Tanglish la step-by-step learn pannunga.
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Infrastructure as Code
Infrastructure as Code (IaC) na enna? Terraform, Pulumi use panni cloud infrastructure automate pannradhu — Tanglish la complete guide.
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Monitoring AI apps
AI apps monitor pannradhu eppadi? Model drift, latency, accuracy tracking — Prometheus, Grafana, custom metrics setup Tanglish la.
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Scalable AI architecture
AI apps millions of users ku scale pannradhu eppadi? Microservices, message queues, caching — scalable architecture Tanglish la.
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Load balancing + auto scaling
Load balancing eppadi work pannum? Auto scaling AI apps ku eppadi setup pannradhu? ALB, Nginx, HPA — Tanglish la complete guide.
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Multi-cloud AI systems
Load balancing eppadi work pannum? Auto scaling AI apps ku eppadi setup pannradhu? ALB, Nginx, HPA — Tanglish la complete guide.
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DevSecOps
DevSecOps enna? Security DevOps pipeline la eppadi integrate pannradhu? SAST, DAST, container scanning — full Tanglish guide.
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Cloud cost optimization
Cloud bill reduce pannradhu eppadi? AWS, Azure, GCP cost optimization strategies — Reserved Instances, Spot, rightsizing, FinOps — full Tanglish guide.
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