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Practical AI and ML interview questions designed for software developers transitioning into AI roles.

Comprehensive DevOps interview questions covering CI/CD pipelines, Docker containerization, Kubernetes orchestration, Terraform, Ansible, Prometheus, and SRE principles.

Complete React and Node.js full stack interview questions covering hooks, Virtual DOM, state management, Express middleware, JWT authentication, REST APIs, database integration, and testing.

Practical system design interview questions for mid-level engineers covering scalability, databases, caching, load balancing, message queues, API design, and real-world case studies.

Comprehensive AWS Solutions Architect interview questions covering EC2, S3, VPC, IAM, RDS, high availability, auto scaling, security, serverless, networking, and the Well-Architected Framework.