Learning Roadmaps

Systematic learning paths organized by technical fields. Each roadmap includes required skills, recommended tools, and estimated learning duration.

Full Stack Developer Roadmap

beginner-to-advanced📅 12-18ヶ月

Step-by-step guide to acquire wide-ranging skills from frontend to backend, databases, and infrastructure

Key Technologies

HTML/CSSJavaScriptReactNode.jsPostgreSQLAWS

Skills to Learn

Web開発API設計データベース設計クラウド運用

Frontend Master Roadmap

beginner-to-expert📅 8-12ヶ月

Systematic learning path to master modern frontend development. From UI libraries to state management and testing

Key Technologies

HTML/CSSJavaScriptTypeScriptReactVue.jsWebpack

Skills to Learn

UI/UX実装状態管理性能最適化テスト自動化

Backend Architect Roadmap

intermediate-to-expert📅 10-15ヶ月

Learning plan to become an expert in scalable backend system design and API architecture

Key Technologies

Node.jsPythonGoPostgreSQLRedisDockerKubernetes

Skills to Learn

API設計データベース最適化システム設計マイクロサービス

Complete DevOps Engineer Roadmap

intermediate-to-expert📅 6-12ヶ月

Comprehensive guide to master all phases of DevOps from CI/CD to infrastructure automation and monitoring operations

Key Technologies

GitDockerKubernetesTerraformJenkinsPrometheusAWS

Skills to Learn

CI/CD構築インフラ自動化監視・ログ管理セキュリティ運用

Mobile Development Master Roadmap

beginner-to-advanced📅 8-14ヶ月

Roadmap to acquire mobile app development skills for both iOS and Android platforms

Key Technologies

SwiftKotlinReact NativeFlutterFirebaseApp Store

Skills to Learn

ネイティブ開発クロスプラットフォームアプリ配信UI/UXデザイン

Data Scientist Roadmap

beginner-to-expert📅 12-24ヶ月

Plan to systematically acquire statistics, machine learning, and big data processing skills to become a data scientist

Key Technologies

PythonRSQLTensorFlowPandasJupyterTableau

Skills to Learn

統計分析機械学習データ可視化ビッグデータ処理