GitHub
data-cleaning-pipeline
Build robust processes for data cleaning, missing value imputation, outlier handling, and data transformation for data preprocessing, data quality, and data pipeline automation
☆ 84查看技能
devops data engineering AI 技能
发现 devops data engineering 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: devops data engineering
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GitHub
event-sourcing
Implement event sourcing and CQRS patterns using event stores, aggregates, and projections. Use when building audit trails, temporal queries, or systems requiring full history.
☆ 84查看技能
GitHub
sql-query-optimization
Analyze and optimize SQL queries for performance. Use when improving slow queries, reducing execution time, or analyzing query performance in PostgreSQL and MySQL.
☆ 84查看技能
GitHub
api-pagination
Implement efficient pagination strategies for large datasets using offset/limit, cursor-based, and keyset pagination. Use when returning collections, managing large result sets, or optimizing query performance.
☆ 84查看技能
GitHub
aws-rds-database
Deploy and manage relational databases using RDS with Multi-AZ, read replicas, backups, and encryption. Use for PostgreSQL, MySQL, MariaDB, and Oracle.
☆ 84查看技能
GitHub
nosql-database-design
Design NoSQL database schemas for MongoDB and DynamoDB. Use when modeling document structures, designing collections, or planning NoSQL data architectures.
☆ 84查看技能
GitHub
ml-pipeline-automation
Build end-to-end ML pipelines with automated data processing, training, validation, and deployment using Airflow, Kubeflow, and Jenkins
☆ 84查看技能
GitHub
database-performance-debugging
Debug database performance issues through query analysis, index optimization, and execution plan review. Identify and fix slow queries.
☆ 84查看技能
GitHub
database-schema-design
Design database schemas with normalization, relationships, and constraints. Use when creating new database schemas, designing tables, or planning data models for PostgreSQL and MySQL.
☆ 84查看技能
GitHub
cloud-migration-planning
Plan and execute cloud migrations with assessment, database migration, application refactoring, and cutover strategies across AWS, Azure, and GCP.
☆ 84查看技能
GitHub
database-monitoring
Monitor database performance and health. Use when setting up monitoring, analyzing metrics, or troubleshooting database issues.
☆ 84查看技能
GitHub
data-migration-scripts
Create safe, reversible database migration scripts with rollback capabilities, data validation, and zero-downtime deployments. Use when changing database schemas, migrating data between systems, or performing l...
☆ 84查看技能
GitHub
database-migration-management
Manage database migrations and schema versioning. Use when planning migrations, version control, rollback strategies, or data transformations in PostgreSQL and MySQL.
☆ 84查看技能
GitHub
database-query-optimization
Improve database query performance through indexing, query optimization, and execution plan analysis. Reduce response times and database load.
☆ 84查看技能
GitHub
sanity-schema-manager
Manages schema lifecycle including scaffolding, safe field deprecation, and data migrations. Use when modifying existing schemas.
☆ 79查看技能
GitHub
sanity-groq
Expert assistance for writing, optimizing, and debugging GROQ queries. Use when writing queries or debugging performance.
☆ 79查看技能
GitHub
python-data-classes
Use when Python data modeling with dataclasses, attrs, and Pydantic. Use when creating data structures and models.
☆ 75查看技能
GitHub
ecto-changesets
Use when validating and casting data with Ecto changesets including field validation, constraints, nested changesets, and data transformation. Use for ensuring data integrity before database operations.
☆ 75查看技能
GitHub
tensorflow-data-pipelines
Create efficient data pipelines with tf.data
☆ 75查看技能
GitHub
graphql-performance
Use when optimizing GraphQL API performance with query complexity analysis, batching, caching strategies, depth limiting, monitoring, and database optimization.
☆ 75查看技能
GitHub
java-streams-api
Use when Java Streams API for functional-style data processing. Use when processing collections with streams.
☆ 75查看技能
GitHub
scala-collections
Use when scala collections including immutable/mutable variants, List, Vector, Set, Map operations, collection transformations, lazy evaluation with views, parallel collections, and custom collection builders f...
☆ 75查看技能
GitHub
discover-database
Automatically discover database skills when working with SQL, PostgreSQL, MongoDB, Redis, database schema design, query optimization, migrations, connection pooling, ORMs, or database selection. Activates for d...
☆ 75查看技能
GitHub
discover-data
Automatically discover data pipeline and ETL skills when working with ETL. Activates for data development tasks.
☆ 75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。