Find your perfect roadmap
Search any tech stack and get curated learning paths from roadmap.sh, GitHub, freeCodeCamp, YouTube & Dev.to.
31
7
5+
30+
Learning resources for “ai/ml”
Pulled from roadmap.sh, GitHub, freeCodeCamp, YouTube & Dev.to
Ai/ml — Official Roadmap
Step-by-step visual learning path covering all skills, tools, and concepts for ai/ml.
ai/ml Full Course & Tutorials
Browse thousands of free ai/ml courses, tutorials and roadmap walkthroughs.
Learn ai/ml — freeCodeCamp
Free, project-based ai/ml courses and certifications with no ads.
belumume/AI-ML-DL-Roadmap
A comprehensive, time-bound learning roadmap for AI/ML/DL with structured phases, practical projects, and clear progression paths. Perfect for beginners and career transitioners.
JuanLara18/awesome-ai-roadmap
The open-source roadmap to mastering AI & ML -- from foundations to AI agents, LLMs, and production systems. Curated resources, project ideas, and visual learning paths.
rohancodestack/AI-ML-RoadMap
This repository provides a detailed roadmap to guide individuals on their journey to mastering Artificial Intelligence (AI) and Machine Learning (ML). The field of AI/ML is vast and constantly evolving, making it crucial to follow a structured learning path.
fazalkhan09/Python-AI-ML-DL-6-Month-Complete-Roadmap-with-Resources
A structured learning path from beginner Python to production AI — with free courses, verified links, and specialized tracks for Researchers and Developers
The Autonomous Engineers: What Agentic AI Really Means for Us
The air in the office felt different these past few weeks. Not just the usual hum of keyboards and the low murmur of focused conversations, but something more. A current, almost. It started subtly, a ...
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