Docker Complete Mastery Roadmap - Mọi Dự Án Thực Tế¶

📚 Giai đoạn 1: Foundation (Tháng 1-2)¶

Week 1-2: Docker Basics¶

[ ] Hiểu Container vs Virtual Machine
[ ] Cài đặt Docker Desktop/Engine
[ ] Docker architecture (Client-Server)
[ ] Basic commands: run, ps, images, pull, stop
[ ] Project: Chạy first container (nginx, mysql)

Week 3-4: Images & Containers Deep Dive¶

[ ] Dockerfile fundamentals
[ ] Image layers và caching
[ ] Container lifecycle
[ ] Port mapping và networking basics
[ ] Volume basics
[ ] Project: Build custom web app image

Week 5-6: Dockerfile Best Practices¶

[ ] Multi-stage builds
[ ] Optimize image size
[ ] Security best practices
[ ] .dockerignore
[ ] Project: Optimize existing app Dockerfile

Week 7-8: Docker Compose¶

[ ] YAML syntax
[ ] Multi-container applications
[ ] Environment variables
[ ] Networks trong Compose
[ ] Project: Full-stack app (Frontend + Backend + Database)

🔧 Giai đoạn 2: Intermediate (Tháng 3-4)¶

Week 9-10: Networking¶

[ ] Bridge, Host, None networks
[ ] Custom networks
[ ] Container communication
[ ] Load balancing basics
[ ] Project: Microservices với custom network

Week 11-12: Storage & Volumes¶

[ ] Bind mounts vs Volumes vs tmpfs
[ ] Volume drivers
[ ] Backup và restore data
[ ] Project: Persistent database setup

Week 13-14: Docker Registry¶

[ ] Docker Hub
[ ] Private registry setup
[ ] Image tagging strategies
[ ] Security scanning
[ ] Project: Setup private registry

Week 15-16: Development Workflow¶

[ ] Docker for development
[ ] Live reload setup
[ ] Debugging containers
[ ] IDE integration
[ ] Project: Complete dev environment

🚀 Giai đoạn 3: Advanced Docker (Tháng 5-6)¶

Week 17-18: Production Deployment với Docker¶

[ ] Docker Swarm mode
[ ] Services và stacks
[ ] Rolling updates và rollbacks
[ ] Health checks và restart policies
[ ] Load balancing với Docker Swarm
[ ] Project: Deploy production app với Swarm cluster

Week 19-20: Docker Registry & Distribution¶

[ ] Docker Hub advanced features
[ ] Harbor private registry
[ ] Image signing và trust
[ ] Registry mirroring
[ ] Garbage collection
[ ] Project: Setup enterprise registry với Harbor

Week 21-22: Docker Security Deep Dive¶

[ ] Container security best practices
[ ] Image vulnerability scanning (Trivy, Clair)
[ ] Runtime security (AppArmor, SELinux)
[ ] Secrets management
[ ] User namespaces
[ ] Capabilities và privilege escalation
[ ] Project: Implement complete security pipeline

Week 23-24: Docker Monitoring & Logging¶

[ ] Container logs management
[ ] Docker stats và metrics
[ ] Prometheus với Docker
[ ] Grafana dashboards
[ ] Log aggregation (ELK stack)
[ ] Project: Complete monitoring cho Docker infrastructure

💼 Giai đoạn 4: Docker Expert (Tháng 7-8)¶

Week 25-26: Docker Development Workflows¶

[ ] Docker cho microservices development
[ ] Multi-stage builds advanced
[ ] Development containers (devcontainers)
[ ] Docker layer caching strategies
[ ] Build optimization techniques
[ ] Project: Optimize complex microservices build pipeline

Week 27-28: Docker Networking Advanced¶

[ ] Custom network drivers
[ ] Container networking internals
[ ] Network policies
[ ] Service discovery
[ ] Load balancing strategies
[ ] Project: Implement service mesh với Docker

Week 29-30: Docker Storage & Performance¶

[ ] Storage drivers deep dive
[ ] Volume plugins
[ ] Performance tuning
[ ] Resource constraints
[ ] cgroups và namespaces
[ ] Project: High-performance Docker setup

Week 31-32: Docker Automation & Orchestration¶

[ ] Docker API programming
[ ] Docker SDK usage
[ ] Infrastructure as Code với Docker
[ ] Ansible với Docker
[ ] Terraform Docker provider
[ ] Project: Complete IaC solution

🏆 Giai đoạn 5: Docker Mastery cho Mọi Dự Án (Tháng 9-12)¶

🌐 Web Development Projects¶

Frontend Frameworks¶

[ ] React/Next.js Applications
Multi-stage builds với Node.js
Static asset optimization
Nginx serving với gzip compression
Environment-specific builds
[ ] Vue.js/Nuxt.js Applications
SSR/SPA Docker configurations
Development hot-reload setup
Production build optimization
CDN integration patterns
[ ] Angular Applications
Angular CLI Docker integration
Multi-environment builds
Nginx reverse proxy setup
Progressive Web App deployment

Modern Frontend Frameworks (Bổ sung)¶

[ ] Svelte/SvelteKit Applications
Vite build optimization
Component compilation
SSR/SPA hybrid deployment
Bundle size optimization
[ ] Solid.js Applications
Fine-grained reactivity
Performance optimization
TypeScript integration
Server-side rendering
[ ] Qwik Applications
Resumability concepts
Progressive hydration
Zero-bundle deployment
Edge computing optimization
[ ] Astro Applications
Static site generation
Island architecture
Multi-framework support
Content collection optimization

Backend Frameworks¶

[ ] Node.js APIs (Express, Fastify, Nest.js)
PM2 process management
Cluster mode configuration
Memory optimization techniques
Health check implementations
[ ] Python Web Apps (Django, Flask, FastAPI)
WSGI/ASGI server configuration
Virtual environment optimization
Database migration automation
Celery worker containers
[ ] Java Applications (Spring Boot, Quarkus)
JVM optimization trong containers
Native compilation với GraalVM
Maven/Gradle build caching
JProfiler integration
[ ] Go Applications
Static binary builds
Scratch/distroless images
CGO considerations
Performance optimization
[ ] PHP Applications (Laravel, Symfony)
PHP-FPM configuration
Composer optimization
OPcache setup
Queue worker containers
[ ] .NET Core Applications
Multi-targeting frameworks
Self-contained deployments
AOT compilation
Windows/Linux containers
[ ] Rust Applications (Actix, Rocket, Warp, Axum)
Cargo build optimization trong containers
Cross-compilation cho multiple targets
Zero-copy optimizations
Memory safety best practices
[ ] C/C++ Applications
CMake/Make build systems
Static vs dynamic linking strategies
GDB debugging trong containers
Conan package manager integration
[ ] Kotlin Applications (Ktor, Spring Boot)
Kotlin/Native compilation
Coroutines optimization
JVM vs Native performance
Android backend services
[ ] Scala Applications (Play, Akka, Cats Effect)
SBT build caching
Akka cluster deployment
Functional programming patterns
Reactive streams handling
[ ] Clojure Applications
Leiningen build tools
JVM startup optimization
Immutable data structures
REPL-driven development
[ ] Erlang/Elixir Applications (Phoenix, Nerves)
BEAM VM optimization
OTP supervision trees
Hot code swapping
Distributed systems
[ ] Haskell Applications (Yesod, Servant)
GHC compilation optimization
Lazy evaluation patterns
Pure functional containers
Type-safe APIs
[ ] F# Applications
Functional-first programming
.NET Core integration
Actor model patterns
Domain-driven design
[ ] Dart Applications (Shelf, Angel3)
Dart VM optimization
Null safety features
Concurrency patterns
Web server deployment
[ ] Bun Applications
Native TypeScript support
Ultra-fast runtime
Built-in bundler integration
Package manager optimization
[ ] Deno Applications
Secure by default
TypeScript native
Web API compatibility
Modern module system
[ ] Zig Applications
System-level programming
Memory safety
Cross-compilation
Performance optimization

Web3 & Blockchain (Mở rộng)¶

[ ] Polygon Applications
Layer 2 scaling solutions
DeFi protocol integration
NFT marketplace deployment
Cross-chain bridge development
[ ] Arbitrum/Optimism
Optimistic rollup deployment
Gas optimization strategies
Bridge contract integration
State channel implementation
[ ] Avalanche Applications
Subnet deployment
Custom blockchain creation
Cross-subnet communication
Validator node setup
[ ] Cosmos SDK Applications
Inter-blockchain communication
Tendermint consensus
Sovereign blockchain creation
Cross-chain asset transfer

🤖 AI/ML & Data Science (Mở rộng đáng kể)¶

Large Language Models¶

[ ] OpenAI API Integration
GPT model deployment
Fine-tuning pipelines
Prompt engineering platforms
Cost optimization strategies
[ ] LLaMA/Alpaca Models
Local model deployment
GPU optimization
Quantization techniques
Inference optimization
[ ] Stable Diffusion
Image generation pipelines
GPU cluster deployment
Model fine-tuning
API service creation
[ ] Vector Databases
Pinecone integration
Weaviate deployment
Qdrant setup
Similarity search optimization

MLOps Platforms¶

[ ] Kubeflow Pipelines
Kubernetes-native ML workflows
Pipeline orchestration
Model versioning
Experiment tracking
[ ] DVC (Data Version Control)
Data pipeline management
Model versioning
Experiment reproducibility
Remote storage integration
[ ] Weights & Biases
Experiment tracking
Model monitoring
Hyperparameter optimization
Collaborative ML workflows

Computer Vision¶

[ ] OpenCV Applications
Image processing pipelines
Real-time video analysis
Object detection deployment
Edge computing optimization
[ ] YOLO Models
Real-time object detection
Custom model training
Edge device deployment
Performance optimization

📊 Data Engineering & Analytics¶

Stream Processing¶

[ ] Apache Flink
Real-time stream processing
Event-driven architectures
State management
Fault tolerance
[ ] Apache Storm
Distributed stream processing
Real-time analytics
Topology deployment
Cluster management

Data Lakes & Warehouses¶

[ ] Apache Iceberg
Table format optimization
Schema evolution
Time travel queries
Multi-engine support
[ ] Delta Lake
ACID transactions
Data versioning
Schema enforcement
Performance optimization
[ ] Apache Hudi
Incremental data processing
Change data capture
Streaming ingestion
Query optimization

Modern Analytics¶

[ ] ClickHouse
OLAP database deployment
Real-time analytics
Columnar storage
Query optimization
[ ] Apache Druid
Real-time analytics
Time-series data
Interactive queries
Scalable ingestion

🔐 DevSecOps & Security¶

Container Security¶

[ ] Falco Security
Runtime security monitoring
Anomaly detection
Compliance automation
Threat hunting
[ ] Twistlock/Prisma
Container vulnerability scanning
Runtime protection
Compliance monitoring
Cloud security

Infrastructure Security¶

[ ] OPA (Open Policy Agent)
Policy as code
Admission controllers
Compliance automation
Security governance
[ ] Istio Service Mesh
Zero-trust networking
mTLS automation
Traffic management
Security policies

🌊 Edge Computing & IoT¶

Edge Platforms¶

[ ] K3s/K8s Edge
Lightweight Kubernetes
Edge deployment
ARM architecture
Resource optimization
[ ] AWS IoT Greengrass
Edge computing platform
Local processing
ML inference
Device management

IoT Protocols¶

[ ] LoRaWAN Networks
Long-range communication
Low-power deployment
Gateway management
Network optimization
[ ] Zigbee/Z-Wave
Mesh networking
Home automation
Device pairing
Protocol optimization

🚀 Cloud-Native Technologies¶

Service Mesh¶

[ ] Linkerd
Lightweight service mesh
Security automation
Observability
Performance optimization
[ ] Consul Connect
Service discovery
Secure networking
Configuration management
Multi-datacenter support

Serverless Platforms¶

[ ] Knative
Kubernetes serverless
Auto-scaling
Event-driven architecture
Build automation
[ ] OpenFaaS
Function as a Service
Auto-scaling functions
Event triggers
Multi-language support

🎯 Emerging Technologies¶

Quantum Computing¶

[ ] Qiskit Applications
Quantum circuit design
Simulator deployment
Hybrid algorithms
Research platforms

WebAssembly (WASM)¶

[ ] WASM Runtimes
Wasmtime deployment
Multi-language support
Edge computing
Performance optimization

Augmented/Virtual Reality¶

[ ] AR/VR Platforms
Unity XR deployment
Real-time rendering
Spatial computing
Mixed reality applications

📱 Cross-Platform Development¶

Desktop Frameworks¶

[ ] Avalonia UI
Cross-platform .NET UI
MVVM patterns
Platform integration
Performance optimization
[ ] Uno Platform
Multi-platform development
Shared codebase
Native performance
Platform-specific features

🎮 Game Development (Mở rộng)¶

Game Backends¶

[ ] Nakama Server
Multiplayer infrastructure
Real-time features
Social systems
Analytics integration
[ ] Photon Engine
Multiplayer networking
Cross-platform support
Dedicated servers
Cloud deployment

💡 Low-Code/No-Code Platforms¶

Development Platforms¶

[ ] Supabase
Backend-as-a-Service
Real-time subscriptions
Authentication
Database management
[ ] Appwrite
Open-source BaaS
Multi-platform SDKs
Real-time APIs
Self-hosted deployment

🔄 Automation & Orchestration¶

Workflow Engines¶

[ ] Temporal
Workflow orchestration
Durable execution
Failure handling
Distributed systems
[ ] Cadence
Workflow management
Long-running processes
State management
Fault tolerance

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Grafana integration
Data retention policies
[ ] Graph Databases
Neo4j clusters
Relationship modeling
Query optimization
Visualization tools
[ ] Vector Databases
Pinecone alternatives
Similarity search
ML embeddings
Performance tuning

Content Management (Mở rộng)¶

[ ] Digital Asset Management
Media organization
Version control
Rights management
Distribution workflows
[ ] Document Management
OCR processing
Search và indexing
Workflow automation
Compliance tracking

🎨 Creative & Media¶

Video Production¶

[ ] Video Editing Platforms
Timeline management
Effects processing
Collaboration tools
Rendering pipelines

Audio Production¶

[ ] Digital Audio Workstations
Multi-track recording
Plugin management
Real-time processing
MIDI integration

3D Graphics¶

[ ] Rendering Farms
Distributed rendering
Job queue management
Asset synchronization
Progress monitoring

🌐 Networking & Infrastructure¶

Network Management¶

[ ] SDN Controllers
OpenFlow switches
Network orchestration
Policy management
Traffic engineering

DNS & CDN¶

[ ] DNS Servers
Authoritative servers
Recursive resolvers
Load balancing
Security features

📊 Business Intelligence¶

Data Warehousing¶

[ ] ETL Pipelines
Data extraction
Transformation logic
Loading optimization
Error handling

Analytics Platforms¶

[ ] Real-time Analytics
Stream processing
Complex event processing
Dashboards
Alerting systems

🔧 Development Tools¶

Code Quality¶

[ ] Static Analysis Tools
Code scanning
Security analysis
Performance profiling
Dependency checking

Testing Frameworks¶

[ ] Load Testing Platforms
Performance testing
Stress testing
Capacity planning
Bottleneck identification

Ultimate Goal: Docker mastery cho MỌI công nghệ, MỌI ngành nghề, MỌI loại dự án từ startup đến enterprise!