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Learn how to monitor and log Docker containers using Prometheus, Grafana, ELK Stack, and cAdvisor for production-ready observability.

Explore the cognitive and behavioral patterns that influence how users interact with interfaces, and learn how to design for these natural human tendencies.

Troubleshoot common issues with Amazon Bedrock. Learn to diagnose API errors, latency problems, quality issues, Knowledge Bases problems, and model behavior.

Build scalable serverless generative AI applications using Amazon Bedrock with Lambda, API Gateway, and Step Functions. Learn architecture patterns and best practices.

Secure your generative AI applications on Amazon Bedrock. Learn IAM policies, VPC endpoints, encryption, audit logging, and compliance best practices.

Build RAG applications with Amazon Bedrock Knowledge Bases. Learn data ingestion, chunking strategies, retrieval configuration, and the RetrieveAndGenerate API.

Optimize generative AI inference on Amazon Bedrock. Learn Provisioned Throughput, batch inference, latency optimization, cost management, and performance tuning.

Build multimodal AI applications with Amazon Bedrock. Learn image generation with Stable Diffusion and Titan, and vision understanding with Claude.

Master prompting techniques for each Bedrock model. Learn Claude's XML tags, Titan's format, Llama's special tokens, and Mistral's instruction format.

Customize foundation models for your domain with Amazon Bedrock. Learn continued pre-training, fine-tuning, data preparation, and evaluation techniques.