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AWS in Production: The Course

Build and operate real serverless and container systems on AWS, from DNS to CI/CD.

The instructor has published 100% of this course.Last updated on 2026-10-26

Learn the AWS services that production systems actually depend on, from Lambda to ECS. Every chapter ends with a quiz, and a final exam earns a certificate.

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About

About

About the Course

AWS in Production

Build and operate real serverless and container systems on AWS, from DNS to CI/CD.

What You'll Learn

✔ Route traffic with Route 53 and build APIs with Lambda and API Gateway

✔ Orchestrate workflows with Step Functions

✔ Manage infrastructure as code (Serverless Framework, CDK, SST, Terraform)

✔ Secure access with IAM, JWT, Secrets Manager and KMS

✔ Use S3, SNS, SQS and DynamoDB

✔ Run containers with ECR, Docker and ECS

✔ Monitor with CloudWatch dashboards, alarms and Insights

✔ Deploy from GitHub Actions

Who Is This Course For?

Backend and DevOps engineers who need to run real workloads on AWS.

Prerequisites

Programming experience and basic command-line skills. An AWS account helps for following along.

Why This Course?

Services are taught as parts of one production system, with security, observability and deployment built in rather than bolted on.

How It Works

  • 21 chapters, each ending with a 5-question multiple-choice quiz (3 attempts, best score counts)
  • A 20-question final exam covering the whole course
  • 125 quiz questions in total
  • Score 70% to pass; 85% or more earns honors
  • Pass to receive a certificate of completion

Written by Joel Bryan Juliano.

Instructor

About the Instructor

Joel Bryan Juliano

Hi, I'm Joel.

I am Dutch-Filipino Software Engineer with 20+ years of experience.

And with over 20 years in the game, I’ve seen it all and loved every minute of it.

My journey has taken me through a variety of industries, from sports streaming to cybersecurity, both in the private sector and for the Dutch government, and everything in between.

Along the way, I’ve picked up a diverse set of skills and experiences, in which I document into books.

Material

Course Material

  • AWS in Production

  • About This Book

  • Dedication

  • About the Author

  • Acknowledgements

  • Introduction

  • Why I Wrote This Book

  • Who This Book Is For

  • What This Book Covers

  • The Project Thread

  • Tools You Will Need

  • A Note on Cost

  • On Code Examples

  • One Thing Before You Start

  • Part 1: Core Serverless

  • Route 53 — DNS & Routing Basics

  • What You’ll Learn

  • Prerequisites

  • Why Start Here

  • How DNS Works

  • Concepts

  • Hosted Zones

  • Record Types

  • Routing Policies

  • Hands-On: Point a Custom Domain at an S3 Static Website

  • Step 1: Create an S3 bucket for static hosting

  • Step 2: Create a hosted zone

  • Step 3: Create an ALIAS record

  • Step 4: Verify

  • Production Patterns

  • Key Takeaways

  • What’s Next

  • Chapter 1 Quiz

    3 attempts allowed

  • Lambda — Functions & Execution Model

  • What You’ll Learn

  • Prerequisites

  • Why Lambda Changes the Architecture

  • Concepts

  • The Execution Model

  • Function Configuration

  • IAM Execution Role

  • Function URLs – HTTPS Without API Gateway

  • Response Streaming

  • Hands-On: Deploy Your First Function

  • Step 1: Write the function

  • Step 2: Build and package

  • Step 3: Create the execution role

  • Step 4: Create the function

  • Step 5: Invoke and inspect

  • Production Patterns

  • Key Takeaways

  • What’s Next

  • Chapter 2 Quiz

    3 attempts allowed

  • API Gateway — Building HTTP APIs

  • What You’ll Learn

  • Prerequisites

  • Why API Gateway

  • Lambda Function URLs vs API Gateway

  • Concepts

  • API Types

  • Integration Types

  • Stages and Deployments

  • Custom Domains

  • Hands-On: HTTP API with Lambda, Custom Domain, and CORS

  • Step 1: Create the HTTP API

  • Step 2: Create a Lambda integration

  • Step 3: Create routes

  • Step 4: Allow API Gateway to invoke Lambda

  • Step 5: Deploy to the default stage

  • Step 6: Test

  • Production Patterns

  • Key Takeaways

  • What’s Next

  • Chapter 3 Quiz

    3 attempts allowed

  • CloudWatch Intro — Logs & Metrics

  • What You’ll Learn

  • Prerequisites

  • Why Observability Comes Before More Features

  • Concepts

  • Logs

  • Metrics

  • Alarms

  • Hands-On: Error Rate Alarm with Email Notification

  • Step 1: Create an SNS topic for alerts

  • Step 2: Create the alarm

  • Step 3: Trigger an error to verify

  • Structured Logging Pattern

  • Key Takeaways

  • What’s Next

  • Chapter 4 Quiz

    3 attempts allowed

  • Step Functions — Orchestrating Workflows

  • What You’ll Learn

  • Prerequisites

  • The Problem Step Functions Solves

  • Concepts

  • State Types

  • Standard vs Express

  • Input/Output Processing

  • Error Handling

  • Hands-On: Order Processing Pipeline

  • The state machine definition

  • Deploy and test

  • Key Takeaways

  • What’s Next

  • Chapter 5 Quiz

    3 attempts allowed

  • Infrastructure as Code — Serverless Framework, CDK, SST & Terraform

  • What You’ll Learn

  • Prerequisites

  • Why Infrastructure as Code

  • Choosing Your Tool

  • AWS CDK

  • Equivalent setup: Lambda + HTTP API + DynamoDB

  • Deploy

  • Infrastructure testing

  • SST (Serverless Stack)

  • Installing Serverless Framework

  • Concepts

  • serverless.yml Structure

  • Packaging Go Functions

  • Plugins

  • Multi-Stage Config

  • Hands-On: Deploy the Part 1 Project with Serverless Framework

  • Project structure

  • Full serverless.yml

  • Deploy

  • Inspect what was created

  • Tear down

  • Terraform

  • Prerequisites

  • Remote State

  • Variables

  • Lambda + API Gateway + DynamoDB

  • Build, Deploy, and Tear Down

  • Multi-Stage with Workspaces

  • The Split Deployment Pattern

  • Key Takeaways

  • Chapter 6 Quiz

    3 attempts allowed

  • Part 2: AWS Services

  • IAM — Identity & Access Management

  • What You’ll Learn

  • Prerequisites

  • Why IAM Is the Most Important Service You’ll Ever Misconfigure

  • Concepts

  • The Identity Landscape in 2026

  • Policy Anatomy

  • Policy Evaluation Order

  • Inline vs Managed Policies

  • Roles Over Users for Services

  • ABAC – Attribute-Based Access Control

  • Permission Boundaries

  • Hands-On: Audit and Fix the Part 1 Roles

  • Step 1: List what your function is actually doing

  • Step 2: Write a scoped policy for each function

  • Step 3: Verify with IAM Policy Simulator

  • Step 4: Check for unused permissions

  • Cross-Account Access

  • Common IAM Anti-Patterns

  • Key Takeaways

  • What’s Next

  • Chapter 7 Quiz

    3 attempts allowed

  • ELB — Elastic Load Balancing

  • What You’ll Learn

  • Prerequisites

  • Why a Load Balancer

  • Concepts

  • The Three Load Balancer Types

  • Target Groups

  • Health Checks

  • HTTPS Termination

  • Routing Rules

  • VPC Quick Start

  • Hands-On: ALB in Front of a Lambda Function

  • Step 1: Create a VPC (if you don’t have one)

  • Step 2: Create a security group for the ALB

  • Step 3: Create the ALB

  • Step 4: Create a Lambda target group

  • Step 5: Add an HTTPS listener with routing

  • Step 6: Point Route 53 at the ALB

  • Production Patterns

  • Key Takeaways

  • What’s Next

  • Chapter 8 Quiz

    3 attempts allowed

  • S3 — Object Storage

  • What You’ll Learn

  • Prerequisites

  • S3 Is Not a File System

  • Concepts

  • The Data Model

  • Storage Classes

  • Lifecycle Policies

  • Security Model

  • Versioning

  • Event Notifications

  • Hands-On: Upload Pipeline with Lambda Processing

  • Step 1: Create two buckets

  • Step 2: Lambda function to generate thumbnails

  • Step 3: Grant Lambda access to both buckets

  • Step 4: Wire the notification

  • Step 5: Test

  • Key Takeaways

  • S3 Mountpoint for Lambda

  • S3 Object Lambda

  • What’s Next

  • Chapter 9 Quiz

    3 attempts allowed

  • SNS — Simple Notification Service

  • What You’ll Learn

  • Prerequisites

  • The Pub/Sub Mental Model

  • Concepts

  • Topics and Subscriptions

  • Message Structure

  • Message Filtering

  • FIFO Topics

  • Fan-Out Pattern

  • Hands-On: Add Fan-Out to the Order Pipeline

  • Step 1: Create the SNS topic

  • Step 2: Create three SQS queues

  • Step 3: Subscribe queues to the topic with filters

  • Step 4: Allow SNS to write to SQS queues

  • Step 5: Publish a test event

  • Production Patterns

  • Key Takeaways

  • What’s Next

  • Chapter 10 Quiz

    3 attempts allowed

  • SQS — Simple Queue Service

  • What You’ll Learn

  • Prerequisites

  • Why a Queue

  • Concepts

  • Standard vs FIFO

  • Message Lifecycle

  • Dead-Letter Queues

  • Lambda + SQS Integration

  • Long Polling vs Short Polling

  • Hands-On: Async Job Queue for Image Processing

  • Architecture

  • Step 1: Create queue with DLQ

  • Step 2: Upload API Lambda (enqueue)

  • Step 3: Wire Lambda consumer with ReportBatchItemFailures

  • Step 4: DLQ alarm

  • Key Takeaways

  • What’s Next

  • Chapter 11 Quiz

    3 attempts allowed

  • DynamoDB — NoSQL at Scale

  • What You’ll Learn

  • Prerequisites

  • DynamoDB Is Not a Relational Database

  • Concepts

  • The Data Model

  • Key Design

  • On-Demand vs Provisioned Capacity

  • Read Consistency

  • Global Secondary Indexes (GSI)

  • Local Secondary Indexes (LSI)

  • DynamoDB Streams

  • Single-Table Design

  • PartiQL — SQL Queries on DynamoDB

  • S3 Import/Export

  • Import from S3

  • Export to S3

  • DynamoDB Infrequent Access (IA) Table Class

  • Hands-On: Order Store with Single-Table Design

  • Step 1: Create the table

  • Step 2: Write an order

  • Step 3: Fetch all orders for a user

  • Key Takeaways

  • What’s Next

  • Chapter 12 Quiz

    3 attempts allowed

  • Part 3: Security & Auth

  • JWT — Token-Based Authentication

  • What You’ll Learn

  • Prerequisites

  • The Authentication Problem

  • Concepts

  • JWT Structure

  • RS256 vs HS256

  • Amazon Cognito

  • Lambda Authorizer

  • Hands-On: Protect the Order API with Cognito

  • Step 1: Create a test user

  • Step 2: Sign in and get tokens

  • Step 3: Call the protected endpoint

  • Step 4: Read the userId in the order Lambda

  • Amazon Cognito as a Managed JWT Issuer

  • Setting Up a User Pool

  • Using Cognito’s Built-In JWT Authorizer on HTTP API

  • When to Write a Lambda Authorizer Instead

  • Common Mistakes

  • Key Takeaways

  • What’s Next

  • Chapter 13 Quiz

    3 attempts allowed

  • Secret Management — SSM Parameter Store & Secrets Manager

  • What You’ll Learn

  • Prerequisites

  • The Credential Anti-Pattern

  • Concepts

  • SSM Parameter Store

  • AWS Secrets Manager

  • When to Use Which

  • Reading Secrets in Lambda

  • Hands-On: Migrate Hardcoded Config to SSM

  • Step 1: Store the parameters

  • Step 2: Grant Lambda access by path

  • Step 3: Load all params at cold start with GetParametersByPath

  • Step 4: Set up automatic rotation for the payment API key

  • Step 5: Reference SSM in serverless.yml

  • Production Patterns

  • Key Takeaways

  • What’s Next

  • Chapter 14 Quiz

    3 attempts allowed

  • API Keys Transport — KMS & Secure Key Distribution

  • What You’ll Learn

  • Prerequisites

  • Two Different Problems

  • Concepts

  • KMS Key Types

  • Key Policies

  • Envelope Encryption

  • Creating a CMK

  • Secure API Key Vending

  • Key Format

  • Implementation

  • Wire as a Lambda Authorizer

  • Audit Trail

  • Key Takeaways

  • Chapter 15 Quiz

    3 attempts allowed

  • Part 4: Containers

  • ECR — Elastic Container Registry

  • What You’ll Learn

  • Prerequisites

  • Why a Private Registry

  • Concepts

  • Repository Structure

  • Tag Immutability

  • Authentication

  • Lifecycle Policies

  • Vulnerability Scanning

  • Cross-Account Access

  • Replication

  • Hands-On: Push Your First Application Image to ECR

  • Step 1: Create the repository

  • Step 2: Build the image

  • Step 3: Authenticate and push

  • Step 4: Verify the push and scan results

  • Step 5: Set the lifecycle policy

  • Production Patterns

  • Key Takeaways

  • What’s Next

  • Chapter 16 Quiz

    3 attempts allowed

  • Docker on AWS

  • What You’ll Learn

  • Prerequisites

  • The Cost of a Naive Dockerfile

  • Concepts

  • Multi-Stage Builds

  • Base Image Choices

  • Building for the Right Platform

  • Layer Ordering for Build Cache

  • Runtime Configuration

  • Health Checks

  • Hands-On: Production Dockerfile for the API Service

  • Key Takeaways

  • What’s Next

  • Chapter 17 Quiz

    3 attempts allowed

  • ECS — Container Orchestration

  • What You’ll Learn

  • Prerequisites

  • From Lambda to Containers

  • Concepts

  • The ECS Primitives

  • Fargate vs EC2

  • Task Definitions

  • Networking: awsvpc Mode

  • ECS Service Connect

  • Service Creation

  • Auto Scaling

  • Deployments

  • Hands-On: Deploy the API Service to ECS Fargate

  • Step 1: Create the cluster

  • Step 2: Create the CloudWatch log group

  • Step 3: Register the task definition

  • Step 4: Create the service

  • Step 5: Watch the deployment

  • Step 6: Deploy a new version

  • Step 7: Debug a running task

  • Production Patterns

  • Key Takeaways

  • Chapter 18 Quiz

    3 attempts allowed

  • Part 5: Advanced

  • Advanced CloudWatch — Dashboards, Alarms & Insights

  • What You’ll Learn

  • Prerequisites

  • The Difference Between Monitoring and Observability

  • Concepts

  • Logs Insights: Production Query Patterns

  • Composite Alarms

  • Container Insights

  • Contributor Insights

  • Embedded Metric Format (EMF)

  • Hands-On: Production Operations Dashboard

  • Step 1: Create the dashboard

  • dashboard.json structure

  • Step 2: Alarm on SQS DLQ depth

  • Step 3: Logs Insights saved query for post-incident analysis

  • Production Patterns

  • Cross-Account Observability

  • CloudWatch Internet Monitor

  • Routing Alerts to On-Call

  • The On-Call SNS Topic

  • PagerDuty

  • OpsGenie

  • AWS Chatbot (Slack)

  • Auto-Resolve Incidents with OK Actions

  • Escalation Policy

  • Test Before the First Real Incident

  • Key Takeaways

  • What’s Next

  • Chapter 19 Quiz

    3 attempts allowed

  • Step Functions Advanced — Complex State Machines

  • What You’ll Learn

  • Prerequisites

  • Where Step Functions Earns Its Place

  • Concepts

  • Parallel State

  • Map State

  • Distributed Map

  • SDK Integrations — No Lambda Required

  • HTTPS Endpoints — State Machines as APIs

  • The Saga Pattern

  • WaitForTaskToken

  • Hands-On: High-Value Order Approval Workflow

  • Production Patterns

  • Key Takeaways

  • Chapter 20 Quiz

    3 attempts allowed

  • CI/CD — Deploying to AWS from GitHub Actions

  • What You’ll Learn

  • Prerequisites

  • Why Automate Deployments

  • Concepts

  • The Pipeline Structure

  • GitHub Actions Fundamentals

  • IAM Role for GitHub Actions

  • Security in CI/CD

  • Hands-On: Complete CI/CD Pipeline

  • Step 1: Store AWS account ID as a GitHub secret

  • Step 2: Create the workflow file

  • Step 3: Test the pipeline

  • Production Patterns

  • Key Takeaways

  • What’s Next

  • Chapter 21 Quiz

    3 attempts allowed

  • Final Exam

  • Final Exam

    2 attempts allowed

  • Appendix A — Complete System Architecture

  • The Order Processing Platform

  • Architecture Diagram

  • Service-to-Chapter Map

  • Request Flow: POST /orders (happy path)

  • Request Flow: POST /orders with amount > €500 (approval path)

  • Data Model: DynamoDB Single-Table (AppData)

  • IAM Role Map

  • Appendix B — Code Reference

  • Project Structure

  • Lambda Bootstrap Pattern

  • Config Loading from SSM (Chapter 14)

  • DynamoDB Single-Table Helpers (Chapter 12)

  • SQS Consumer with ReportBatchItemFailures (Chapter 11)

  • API Key Validation (Chapter 15)

  • Embedded Metric Format (Chapter 19)

  • Health Check Handler (Chapter 17)

  • Dockerfile (Chapter 17)

  • Makefile

  • serverless.yml (Chapter 6)

  • CloudWatch Logs Insights — Saved Queries

  • AWS CLI Quick Reference

  • Appendix C — Cost & Limits Reference

  • Free Tier Summary (per month, perpetual unless noted)

  • Cost Estimates for This Book’s Architecture

  • Lambda-Heavy (Parts 1–3)

  • With ECS Fargate (Part 4)

  • Cost Control Levers

  • Service Limits (Soft = Adjustable, Hard = Fixed)

  • Lambda

  • API Gateway

  • DynamoDB

  • SQS

  • SNS

  • Step Functions

  • ECS Fargate

  • ECR

  • CloudWatch

  • When to Request a Limit Increase

  • Cost Anomaly Detection

  • Appendix D — VPC in 10 Minutes

  • The Default VPC

  • The Three Building Blocks

  • Subnets

  • Route Tables

  • Internet and NAT Gateways

  • Security Groups vs Network ACLs

  • Creating Security Groups

  • Security Groups in Terraform

  • Lambda in a VPC

  • Common Security Group Mistakes

  • VPC Endpoints

  • Key Takeaways

  • Appendix E: Understanding Your AWS Bill

  • The Billing Basics

  • Per-Service Cost Drivers

  • Lambda

  • API Gateway

  • CloudWatch Logs

  • DynamoDB

  • S3

  • Step Functions

  • ECR

  • ECS Fargate

  • Guardrails Before You Need Them

  • AWS Budgets

  • Cost Explorer

  • Trusted Advisor

  • The Most Common Billing Surprises

  • Appendix F: EventBridge — Event Routing at Scale

  • EventBridge vs SNS

  • Core Concepts

  • Event Buses

  • Rules and Targets

  • Sending Events

  • Routing to a Lambda Target

  • Archive and Replay

  • Pricing

  • When to Use Both SNS and EventBridge

  • Glossary

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