GitHub
kafka-streaming
Comprehensive guide to Apache Kafka for real-time data streaming including topics, producers, consumers, stream processing, and production best practices
☆ 0查看技能
数据与 AI AI 技能
发现 数据与 AI 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
分类目录: 数据与 AI
数据与 AI 清除筛选
全部技能
GitHub
ai-ethics-and-compliance
Navigating the regulatory landscape and ethical frameworks for responsible AI development and deployment.
☆ 0查看技能
GitHub
database-query-optimization
Comprehensive guide to optimizing database queries, understanding EXPLAIN plans, indexing strategies, and eliminating N+1 queries
☆ 0查看技能
GitHub
caching-strategies
Comprehensive guide to caching strategies, cache layers, invalidation patterns, and implementation for improving application performance
☆ 0查看技能
GitHub
onboarding-flows
Comprehensive guide to designing and writing effective user onboarding experiences that drive activation and retention
☆ 0查看技能
GitHub
experiment-design
Comprehensive guide to A/B testing, multivariate testing, statistical significance, and experiment analysis for data-driven product decisions
☆ 0查看技能
GitHub
gitops-with-argocd
Implementing GitOps workflows for Kubernetes deployments using ArgoCD.
☆ 0查看技能
GitHub
pii-policy-enforcement
Policy และ mechanisms สำหรับ detect, classify และ protect PII data ใน data platform
☆ 0查看技能
GitHub
naming-folder-conventions
Conventions for naming files, folders, variables, functions, types, tests, and configs to keep a codebase predictable, searchable, and consistent
☆ 0查看技能
GitHub
trust-pages-structure
Comprehensive guide to structuring trust-building pages including About, Privacy, Terms, Security, and FAQ pages that build credibility
☆ 0查看技能
GitHub
budget-guardrails-and-cost-controls
Implementation of preventive and detective controls to prevent cloud bill shock and ensure fiscal governance.
☆ 0查看技能
GitHub
data-quality-checks
Comprehensive guide to data quality validation, testing frameworks, anomaly detection, and data observability for production data pipelines
☆ 0查看技能
GitHub
data-freshness-and-latency
Monitoring and optimizing how quickly data flows through pipelines and ensuring it meets timeliness requirements.
☆ 0查看技能
GitHub
service-scaffold-generator
Generator สำหรับสร้าง microservice ใหม่พร้อม structure, config, Docker, CI/CD, และ boilerplate code ครบชุด
☆ 0查看技能
GitHub
vector-search-patterns
Implementing semantic search and similarity search using vector embeddings and vector databases.
☆ 0查看技能
GitHub
debugging-tools-and-techniques
Comprehensive debugging strategies, tools, and techniques for efficiently identifying and fixing bugs across different environments.
☆ 0查看技能
GitHub
infrastructure-sizing-and-capacity-planning
Methods for determining the optimal resource allocation for compute, database, and network systems to balance cost and performance.
☆ 0查看技能
GitHub
contract-testing-with-pact
Implementing consumer-driven contract testing for microservices using Pact.
☆ 0查看技能
GitHub
data-migrations-backfill
Zero-downtime patterns for production schema changes and large backfills, including expand/contract, batching, verification, and rollback strategies
☆ 0查看技能
GitHub
system-boundaries
Defining clear boundaries between systems, services, and modules to manage complexity and enable independent evolution.
☆ 0查看技能
GitHub
enterprise-rbac-models
Comprehensive guide to implementing Role-Based Access Control for enterprise applications with hierarchical roles, custom permissions, and multi-level access
☆ 0查看技能
GitHub
cost-guardrails
See the main Budget Guardrails skill for comprehensive coverage of cost controls and governance.
☆ 0查看技能
GitHub
data-contracts
Implementing formal agreements between data producers and consumers to ensure data reliability and stability.
☆ 0查看技能
GitHub
vendor-onboarding
Comprehensive guide to enterprise vendor onboarding processes, timelines, requirements, and strategies for accelerating customer acquisition
☆ 0查看技能
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。