As a Computer Science student interested in AI, Machine Learning, and Cloud Computing, I recently started my AWS learning journey. In this article, I share why I chose AWS, my learning roadmap, and the goals I hope to achieve through cloud technologies.

Starting with AWS can feel overwhelming because there are hundreds of services. This guide breaks down the core AWS concepts and services into a simple mental map to help beginners understand what each service does and when they might use it.

Your pipeline ran clean. Analysts got wrong data for 3 days. How AWS data contracts - Glue Schema Registry, dbt, ODCS YAML - stop silent failures.

Your application works, but who can access its data and resources? Learn the basics of cloud security and discover CloudGoat, an open-source tool for practicing in intentionally vulnerable AWS labs.

Pasé de ser ingeniera en telecomunicaciones, recién llegada a un país nuevo a trabajar con Kubernetes, CI/CD e IA. Cuento cómo empecé en DevOps sin tener todo claro y por qué eso no era necesario para arrancar.

Containerization has fundamentally changed how we build and deploy modern cloud applications. By packaging applications into lightweight Docker containers and orchestrating them across secure networks, developers can ensure seamless consistency from local environments to production cloud servers. Embracing containerization drastically reduces environment-specific bugs and accelerates development cycles.

Acabo de aprobar el examen AWS Certified AI Practitioner y quiero compartir mi experiencia.

Descubre cómo transformé una necesidad cotidiana en el MVP de LivingShare usando Next.js, Firebase y desarrollo asistido por IA con Kiro.

Learn how to build fault-tolerant, scalable serverless architectures using Amazon SQS and AWS Lambda. Discover best practices for message processing, dead-letter queues, and error handling.

An essay on how delegating our reasoning to AI may be eroding the judgment that makes us grow. Fittingly, this English version was translated with AI help, but I wrote the original myself, in Spanish.

Part 2: Before I Build, I Need an Architecture. What does that even mean?

Understand the fundamentals of Amazon S3, including buckets, objects, storage classes, and common use cases.

¡Construir el futuro en la nube ahora tiene recompensa! El programa Recompensas para estudiantes de Builder Center es un beneficio 100% gratuito diseñado para brindarte las herramientas, insignias y créditos necesarios para aprender AWS, crear proyectos reales y obtener tu certificación oficial sin gastar un solo dólar.

Learn practical ways to optimize AWS compute costs through right-sizing, purchasing models, Graviton processors, serverless computing, scaling, and capacity reservations.

In this article, I am exploring AWS’s new sign-in experience from a builder’s perspective including Projects, AI-assisted development, and project-level spend limits.

A plataforma conecta o público à vida noturna em tempo real. Ela soluciona a invisibilidade dos eventos para os usuários e o gargalo de fluxo de caixa das casas de show, repassando a bilheteria direto ao produtor. Para crescer com resiliência e suportar a demanda sem comprometer o caixa, a startup escalará sua infraestrutura de tecnologia utilizando inicialmente os recursos do AWS Free Tier.

Practical ways to cut S3 costs: choose the right storage class, design data transfer paths early, and weigh the true TCO of managed versus self-run storage.

An RL agent with network topology copied directly from a real FlyWire connectome circuit (optomotor pathway), trained with PPO to dodge obstacles as a pig. Compared against a matched random-wiring baseline and an ablation on SageMaker, with a Bedrock agent supervising training. Honest result inside — including where the hypothesis didn't hold up cleanly.

Understand how the network of your cloud resources works.

AI is breaking down STEM barriers. Learn how domain experts can research, build, test, and improve with agents and help teams continuously improve.

Practitioner talks on agentic AI, Bedrock, and serverless, plus hackathon finals with up to $3,200 in AWS credits.

A condensed architectural teardown of Amazon Bedrock’s core capabilities—from unified vectors to autonomous orchestration

En nuestro tercer meetup en Casa Rafael Galván volvimos a encontrarnos para compartir ideas y aprender juntos. Ramsés Mata nos llevó al mundo de los agentes de IA, mostrando cómo construir uno desde cero con herramientas Open Source y Strands Agents. Después, Vania Lockheart compartió cómo convirtió una historia familiar en un libro con ayuda de la IA y AWS. Una noche de tecnología, creatividad, risas y comunidad.

I never imagined a two-letter message would be one of my hardest problems. Here are the lessons I learned in my first months as an AI intern, from designing how an assistant behaves to watching real users break it.

AWS won't stop charging you when your budget runs out. Deploy budget alerts, Slack notifications, anomaly detection, and an automatic kill switch with Terraform.

A plain-language field guide for deciding when to build with traditional code, when to reach for agentic AI, and when a hybrid wins. One relatable question, a simple grid, and worked examples from a café to a global enterprise.

This article helps you find the right AWS repositories for your GenAI and agentic AI journey. You’ll explore samples for learning Amazon Bedrock, building agents with Strands, operating them with Amazon Bedrock AgentCore, connecting tools through MCP, and implementing advanced RAG and GraphRAG patterns. By the end, you’ll know which repositories to start with based on what you want to learn or build.

Este articulo funciona como referencia de servicios AWS IoT, como se potencia aplicaciones con servicios como Lambda, SageMaker, SNS y como poder practicar con un ESP 32

AWS's new signup explained: no credit card for most users, up to $200 in credits, spend limits, and a first project idea you can build with AWS Agent toolkit as a first time AWS user to learn the most fundamental concepts in cloud engineering.

New to cloud computing? This beginner-friendly guide takes you from the fundamentals of cloud computing to AWS core services, architecture, security, pricing, and your first practical project—giving you a clear roadmap for what to learn and build next.

Passing an AWS certification is a milestone, not the finish line. This article explores what comes next: turning cloud knowledge into practical skills through projects, choosing career paths like DevOps, SRE, Security, or Data, building a strong portfolio, networking, finding mentors, internships, and hackathons. Drawing from my journey leading an AWS Student Builder Group and initiatives like Beyond the Certificate, I share how to move from certification to becoming a focused cloud builder.

In which we train a small reinforcement learning agent to declutter quantum circuits, let Amazon Braket check every answer, lose to a random walk (briefly), and then run the tidied circuits on a real Rigetti QPU to see if any of it mattered.

Give your Amazon Bedrock assistant access to trusted documents using RAG, Knowledge Bases, Amazon S3 and S3 Vectors.

Weekly digest of AWS Community Builders' best content from September 21-27, 2026.

We took AWS Student Builder 101 across B.Tech and AI/ML classrooms at SSPU, introducing students to AWS, cloud fundamentals, and the AWS Builder Center through conversations, questions, and a little friendly trivia.

Espera, ¿no necesito estar todo el día en la consola para levantar arquitecturas complejas? ¿Solo necesito un archivo para desplegar todo? ¿¡Pero cómo!?

Understand the concepts of supervised learning, unsupervised learning, semi-supervised learning, and reinforcement learning.

I had an AI agent audit a simple AWS setup against the Well-Architected Framework. Here's what it caught, what it missed, and how I now use it.

The Problem: AWS Secrets Manager costs $0.40/secret/month. In non-production environments with dozens of microservices, this flat rate creates massive, unnecessary costs for running isolated test stacks.

While learning AWS security, I explored how the principle of least privilege can be applied using IAM roles and S3. This article walks through a simple example and what I learned from it.

O AWS Systems Manager Session Manager também pode ser utilizado para criar sessões de port forwarding entre uma máquina local e uma instância EC2.

VS Code is the editor you already know. Kiro is built on the same foundation — but it changes how you work.

Learn how to design a secure 3-tier AWS web application using VPC, EC2, Nginx, Tomcat, RDS, IAM, Load Balancer, and CloudWatch.

Learn how to protect downstream dependencies, eliminate cascading failures, and graceful degrade performance in AWS Lambda microservices using step-function state machines and custom circuit breakers.

After establishing the V1/V2 production architecture, the next step in VOICE SHIELD's productionization journey is building its cloud and data foundation. This part covers the AWS Organization setup, account-capacity expansion request, and PostgreSQL schema preparation for the future RDS migration.

How we are structuring VOICE SHIELD's productionization journey by preserving the stable V1 baseline while building a separate V2 architecture for PostgreSQL, AWS RDS, and future scalability.

The VoiceShield demonstrator proved the core concept. Now begins the next phase: transforming that foundation into a stable, secure, scalable and production-oriented platform through the VOICE SHIELD Productionization Sprint (VSPR).

A beginner-friendly reflection on my journey into AWS cloud computing as a student. This article shares what I’ve learned about core AWS services, the importance of hands-on practice, and my goals for building practical cloud projects and earning an AWS certification.

How our San Antonio AWS User Group secures its open-source platform end-to-end with Aikido, from code and dependency scanning to the Zen in-app firewall, with no security team.

Discover how Artificial Intelligence and Machine Learning can strengthen cloud security on AWS. This article explores common cloud security challenges, AWS security services such as Amazon GuardDuty, AWS Security Hub, and AWS CloudTrail, and how AI can help detect unusual activity, prioritize security alerts, and improve threat detection. A beginner-friendly guide for anyone interested in AWS, AI/ML, and cybersecurity.