GitHub
mongodb-authentication
Master MongoDB authentication methods including SCRAM, X.509 certificates, LDAP, and Kerberos. Learn user creation, role assignment, and securing MongoDB deployments.
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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GitHub
mongodb-indexing-optimization
Master MongoDB indexing and query optimization. Learn index types, explain plans, performance tuning, and query analysis. Use when optimizing slow queries, analyzing performance, or designing indexes.
GitHub
mongodb-security-admin
Master MongoDB security, authentication, authorization, encryption, and backup. Learn role-based access control, TLS/SSL, encryption, and disaster recovery. Use when securing deployments, managing users, or imp...
GitHub
ml-monitoring
Production-grade ML model monitoring, drift detection, and observability
GitHub
feature-stores
Master feature stores - Feast, data validation, versioning, online/offline serving
GitHub
model-serving
Master model serving - inference optimization, scaling, deployment, edge serving
GitHub
experiment-tracking
Master ML experiment tracking - MLflow, W&B, Neptune, versioning, reproducibility
GitHub
training-pipelines
Master training pipelines - orchestration, distributed training, hyperparameter tuning
GitHub
mlops-basics
Master MLOps fundamentals - lifecycle, principles, tools, practices, and organizational adoption
GitHub
ml-infrastructure
Production-grade ML infrastructure with Kubernetes, auto-scaling, and cost optimization
GitHub
service-mesh
Service mesh implementation with Istio, Linkerd for traffic management
GitHub
gitops
Master GitOps practices, CI/CD integration, Helm charts, Kustomize, and ArgoCD. Learn modern deployment patterns and infrastructure as code.
GitHub
docker-containers
Master Docker containerization, image building, optimization, and container registry management. Learn containerization best practices and image security.
GitHub
monitoring
Master Kubernetes observability, monitoring with Prometheus, logging, metrics, and distributed tracing. Learn to implement comprehensive monitoring strategies.
GitHub
multi-cluster
Multi-cluster Kubernetes management, federation, and hybrid deployments
GitHub
deployments
Master Kubernetes Deployments, StatefulSets, DaemonSets, and workload orchestration. Learn deployment patterns and container orchestration strategies.
GitHub
helm
Helm package management, chart development, and release management
GitHub
cost-optimization
Kubernetes cost management, resource optimization, and FinOps practices
GitHub
troubleshooting
Kubernetes debugging, problem diagnosis, and issue resolution
GitHub
security
Master Kubernetes security, RBAC, network policies, pod security, and compliance. Learn to secure clusters and enforce access control.
GitHub
storage-networking
Master Kubernetes storage management and networking architecture. Learn persistent storage, network policies, service discovery, and ingress routing.
GitHub
cluster-admin
Master Kubernetes cluster administration, from initial setup through production management. Learn cluster installation, scaling, upgrades, and HA strategies.
GitHub
data-structures
Master JavaScript objects and arrays including manipulation methods, prototypal inheritance, and complex data structure patterns.
GitHub
ecosystem
JavaScript ecosystem including npm, build tools (Webpack, Vite), testing (Jest, Vitest), linting, and CI/CD integration.
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.