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INTERACTIVE TRAINING INITIALIZED
Last Verified: October 2026

Bedrock Academy

Master AWS Bedrock from foundations to production. Learn inference APIs, agents, guardrails, RAG, evaluation, security, observability, and enterprise deployment patterns with hands-on labs.

DIRECT EXECUTIVE SUMMARY (AI OVERVIEW CITATION BLOCK)

The AWS Bedrock Academy is a free 25-module, 52-lesson interactive engineering course with 52 AWS CLI labs and 125 quizzes. It covers the Amazon Bedrock Converse API, Bedrock Guardrails (Automated Reasoning), Knowledge Bases, Amazon Bedrock AgentCore, prompt routing, and enterprise AWS production deployments.

Bedrock RuntimeConverse APIGuardrailsKnowledge BasesAgentsRAGEvaluationCost Engineering
25
MODULES
52
LESSONS
52
HANDS-ON LABS
125
QUESTIONS
HOSTCLIENTTOOLSAUTHSSESERVEROUTPUT

What is AWS Bedrock Academy?

AWS Bedrock Academy is a 100% free, interactive cloud AI training platform by Infinity Tech Stack designed for engineers building on Amazon Bedrock. Spanning 25 modules, 52 lessons, 52 simulated AWS CLI terminal labs, and 125 quizzes, the curriculum covers the Converse API, Bedrock Guardrails, Knowledge Bases RAG, Amazon Bedrock AgentCore, model distillation, and AWS Well-Architected security — with zero sign-up required.

AWS Bedrock Training Modules

Frequently Asked Questions

Is the AWS Bedrock Academy free?

Yes, 100% free. No sign-up, no credit card. You get all 25 modules, 52 lessons, 52 hands-on labs, and 125+ quizzes with local progress save.

How is Infinity AWS Bedrock Academy different from AWS Skill Builder?

Unlike AWS Skill Builder which often gates advanced hands-on labs behind paid subscriptions or AWS Builder ID logins, Infinity Tech Stack's AWS Bedrock Academy is 100% free, ungated, and browser-first with zero sign-up required. It includes 25 modules, 52 lessons, 52 hands-on labs, and 125+ quiz checks covering the Converse API, Bedrock Guardrails, AgentCore, and multi-model evaluations without requiring active AWS account credentials.

What is Amazon Bedrock and how does its architecture operate?

Amazon Bedrock is AWS's fully managed foundation model service providing serverless inference across frontier providers (Amazon Nova & Nova 2, Anthropic Claude 5.x, Meta Llama 4, DeepSeek-R1/V3, Mistral) via a unified Converse API, backed by AWS IAM, KMS encryption, and VPC PrivateLink isolation.

What is the Amazon Bedrock Converse API and why should you use it over InvokeModel?

The Converse API provides a unified request and response specification across foundation models on Bedrock. It standardizes system prompts, cachePoint prompt caching, guardrailConfig enforcement, structured tool use, and multi-turn message history without vendor-specific payload drift.

How does Amazon Bedrock AgentCore differ from Classic Bedrock Agents?

Classic Bedrock Agents entered maintenance mode (closed to new customers on July 30, 2026), succeeded by Amazon Bedrock AgentCore. AgentCore is AWS's modular, framework-agnostic platform (native to the open-source Strands Agents SDK, LangGraph, and CrewAI) featuring isolated microVM Runtime sessions, MCP Gateway tool endpoints with Cedar policy controls, episodic Memory, Identity & Consent Portal, Browser, Code Interpreter, and OpenTelemetry Observability.

How do Bedrock Guardrails enforce safety and PII redaction?

Bedrock Guardrails apply customizable safety policies across both user inputs and model outputs (or standalone via ApplyGuardrail). They filter multimodal text and image toxicity, enforce mathematical Automated Reasoning checks, score RAG Contextual Grounding, block prompt attacks, and mask or block sensitive PII.

What retrieval strategies are supported in Bedrock Knowledge Bases?

Bedrock Knowledge Bases support GraphRAG powered by Amazon Neptune Analytics for multi-hop reasoning, dense and HYBRID (vector + BM25) search across OpenSearch Serverless and Aurora pgvector, Amazon Kendra GenAI Index connectors, multimodal parsing via Bedrock Data Automation (BDA), and cross-encoder reranking with Cohere Rerank 3.5 and Amazon Rerank 1.0.

How does Bedrock Cross-Region Inference prevent 429 throttling exceptions?

Cross-region inference profiles (us., eu., apac., and global. prefixes) automatically route traffic across regional AWS capacity pools to eliminate localized throttling, with global. profiles offering ~10% cost savings. Newer frontier models (such as Claude 5.x, Nova Premier/Nova 2, Llama 4, and DeepSeek-R1) require inference profile IDs for on-demand invocation.

What are Amazon Nova models on Bedrock?

Amazon Nova is AWS's native foundation model family spanning Nova Micro, Nova Lite, Nova Pro, and Nova Premier, creative/voice models Nova Sonic (speech-to-speech), Nova Canvas (image), and Nova Reel (video), plus the 2026 Nova 2 reasoning and voice lineup (Nova 2 Lite, Nova 2 Pro, Nova 2.5 Sonic).

How does prompt caching operate on Amazon Bedrock?

Prompt caching uses cachePoint checkpoints in the Converse API (with a 5-minute default or optional 1-hour TTL) to keep static prefixes—system prompts, tool schemas, and reference documents—in memory, cutting cached input token costs by up to 90% and lowering latency by over 80%.

What is Provisioned Throughput (PT) and when should it be purchased?

Provisioned Throughput allocates dedicated model units to guarantee steady-state inference performance and strict SLA compliance for mission-critical production applications with predictable traffic volumes.

How does Bedrock model evaluation work for custom and foundation models?

Bedrock Model Evaluation supports automated algorithmic scoring across metrics like accuracy, robustness, and toxicity, as well as human-in-the-loop review teams via Amazon SageMaker Ground Truth integration.

How are Bedrock API calls secured with AWS KMS and PrivateLink?

Customer Managed Keys (CMKs) provide customer-controlled envelope encryption for model weights and Knowledge Base vector stores. AWS PrivateLink VPC endpoints keep inference traffic strictly within the customer's private virtual cloud.

How does Bedrock integrate with AWS Lambda and Amazon API Gateway?

Bedrock agents invoke AWS Lambda functions to execute enterprise actions, while Amazon API Gateway provides secure HTTP/REST endpoints with Cognito JWT authentication, usage tiers, and DDoS protection.

What telemetry and observability tools are available for Bedrock?

Amazon Bedrock streams runtime metrics (latency, token consumption, error codes) directly to Amazon CloudWatch, writes complete invocation audit records to CloudWatch Logs or S3, and integrates with AWS X-Ray for distributed agent tracing.

How can organizations implement chargeback and cost allocation for Bedrock?

Organizations apply AWS Cost Allocation Tags (e.g. CostCenter, Team, Environment) to inference profiles and application roles, analyzing usage via AWS Cost Explorer and establishing budget guardrails with AWS Budgets.

What chaos testing and disaster recovery patterns apply to Bedrock?

Resilience patterns include Route 53 Application Recovery Controller (ARC) regional failover, AWS Fault Injection Simulator (FIS) synthetic throttling injection, and circuit breakers with fallback response caches.

Can I earn an official certificate upon completing AWS Bedrock Academy?

Yes! Completing all 25 modules unlocks the official Infinity AWS Bedrock AI Architecture Mastery Certificate with your cryptographic verification ID and one-click LinkedIn badge sharing.

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