GitHub
defensive-security
SOC operations, incident response, and threat detection for security monitoring
Skills IA Données et IA
Découvrez les skills Données et IA, comparez leurs dépôts et consultez leurs instructions.
Catégories: Données et IA
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Explorer
GitHub
cryptography
Cryptographic algorithms, protocols, and implementations for secure data protection
GitHub
offensive-security
Penetration testing, ethical hacking, and vulnerability assessment techniques for authorized security testing
GitHub
mobile-development
iOS (Swift, SwiftUI), Android (Kotlin, Compose), cross-platform (Flutter, React Native), and game development (Unity, Unreal).
GitHub
cloud-infrastructure
Cloud platforms (AWS, Cloudflare, GCP, Azure), containerization (Docker), Kubernetes, Infrastructure as Code (Terraform), CI/CD, and observability.
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languages-frameworks
Expert guidance on 9 programming languages and 10+ frameworks. Compare, select, and master language ecosystems.
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emerging-tech
Emerging technologies (prompt engineering, AI agents, red teaming) and leadership roles (product manager, engineering manager, DevRel).
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core-development
Master core development paths - Frontend, Backend, Full Stack, DevOps. Atomic skill for learning sequences and technology stack recommendations.
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system-design
System design, software architecture, API design, cybersecurity, and threat modeling. Build secure, scalable systems.
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data-engineering
Data engineering, machine learning, AI, and MLOps. From data pipelines to production ML systems and LLM applications.
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languages
Master programming languages for backend development. Learn language selection, fundamentals, and ecosystem for JavaScript, Python, Go, Java, C#, PHP, Ruby, and Rust.
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api-design
Design and build professional APIs with REST, GraphQL, and gRPC. Master authentication, documentation, testing, and operational concerns.
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microservices
Microservices architecture patterns and best practices. Service decomposition, inter-service communication, and distributed data management.
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architecture
Master architectural design with SOLID principles, design patterns, microservices, and event-driven systems. Learn to design scalable backend systems.
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authentication
Backend authentication and authorization patterns. JWT, OAuth2, session management, RBAC, and secure token handling.
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databases
Master relational and NoSQL databases. Learn PostgreSQL, MySQL, MongoDB, Redis, and other technologies for data persistence, optimization, and scaling.
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messaging
Message queues and event-driven backend architecture. RabbitMQ, Kafka, pub/sub patterns, and async communication.
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devops
Deploy applications with Docker and Kubernetes, automate with CI/CD, manage infrastructure with code, and configure cloud platforms and networking.
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performance
Optimize application performance through caching strategies, load balancing, database scaling, and monitoring. Build systems handling thousands of concurrent users.
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observability
Logging, metrics, and distributed tracing. OpenTelemetry, Prometheus, Grafana, and production debugging.
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security
Secure backend applications against OWASP threats. Implement authentication, encryption, scanning, compliance, and incident response procedures.
GitHub
testing
Backend testing strategies and test automation. Unit, integration, E2E, and load testing with best practices.
GitHub
aspnet-core-fundamentals
Master ASP.NET Core fundamentals including C#, project structure, routing, middleware, and basic API development. Essential skills for all ASP.NET Core developers.
GitHub
aspnet-core-devops
Master ASP.NET Core deployment, Docker, Azure cloud, CI/CD pipelines, and production infrastructure for enterprise applications.
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.