Find your perfect roadmap
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Learning resources for “aws”
Pulled from roadmap.sh, GitHub, freeCodeCamp, YouTube & Dev.to
Aws — Official Roadmap
Step-by-step visual learning path covering all skills, tools, and concepts for aws.
aws Full Course & Tutorials
Browse thousands of free aws courses, tutorials and roadmap walkthroughs.
Learn aws — freeCodeCamp
Free, project-based aws courses and certifications with no ads.
VersusControl/devops-ai-guidelines
First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines
piyushsachdeva/DevOps-Roadmap
This repository contains a structured learning path for beginners entering the DevOps and Cloud Engineering field. The curriculum is designed for students, recent graduates, and career switchers, with an estimated completion time of 6-12 months of dedicated learning.
thehimel/data-engineering-roadmap
Complete data engineering roadmap with technologies, certifications (AWS, GCP, Azure, Snowflake, Databricks), and learning resources.
AlvinYangZF/llm-training-roadmap
Hands-on learning path: from running local LLMs to training language models from scratch. Apple Silicon → Mac Studio → AWS cloud. 54 exercises across 10 phases.
Why does AI forget what you said (and how to fix it)
I received following comment on my hallucinations blog post. Comment on Why...
Building a Production Company Website on AWS — Project Overview
What We Built This series documents the end-to-end process of designing, building, and...
I Switched to the Agent Toolkit for AWS. Here's Why.
A hands-on look at the official Agent Toolkit for AWS: what it is, why I switched from the old MCP server, and how to set it up.
AWS Blocks: Full-Stack Building Blocks That Run Locally Without an AWS Account
Why I built a Custom Kiro Power to ship faster with AWS Blocks Every developer building on...
DevOps
CI/CD · Docker · K8s · Terraform · Monitoring
Kubernetes
Pods · Helm · Operators · RBAC · Networking
Docker
Images · Volumes · Compose · Networking · Registry
AWS
EC2 · S3 · Lambda · EKS · IAM · RDS
Azure
AKS · DevOps · Functions · Blob · AD
Google Cloud
GKE · BigQuery · Cloud Run · Pub/Sub · IAM
Terraform / IaC
Modules · State · Providers · Pulumi · CDK
Linux / SRE
Shell · Systemd · Networking · Observability · SRE
CI/CD
GitHub Actions · Jenkins · GitLab · ArgoCD · Tekton
Ansible
Playbooks · Roles · Inventory · Vault · AWX
Platform Eng.
Backstage · IDPs · Golden Paths · APIs · Self-service
Monitoring
Prometheus · Grafana · Loki · OpenTelemetry · Jaeger
AI / ML
PyTorch · Scikit-learn · MLflow · Feature Eng. · LLMs
MLOps
MLflow · Kubeflow · DVC · Seldon · Feature Store
Data Science
Pandas · NumPy · SQL · Visualization · Statistics
LLM Engineering
RAG · Embeddings · LangChain · Fine-tuning · Agents
Python
FastAPI · Django · Async · Testing · Packaging
Java
Spring Boot · Microservices · JVM · Maven · Hibernate
Go (Golang)
Goroutines · gRPC · CLI · Cloud-native · Testing
Rust
Ownership · Async · WebAssembly · Systems · Cargo
Node.js
Express · NestJS · REST · WebSockets · npm
System Design
Scalability · CAP Theorem · Caching · Load Balancing · DB
PostgreSQL
Indexing · JSONB · Replication · PgAdmin · Performance
React
Hooks · Context · Next.js · State Mgmt · Testing
TypeScript
Types · Generics · Decorators · Utility Types · Config
Frontend
HTML · CSS · JS · Accessibility · Performance · Tooling
Vue.js
Composition API · Pinia · Nuxt · Vite · Testing
Cybersecurity
SIEM · Pentesting · Threat Modelling · OWASP · Compliance
DevSecOps
SAST · DAST · Secret Scanning · Policy as Code · ZAP
Flutter
Dart · Widgets · State · Firebase · Platform Channels
Android
Kotlin · Jetpack Compose · Room · Coroutines · Gradle