managing-database-sharding
This skill assists with managing database sharding strategies. It is activated when the user needs to implement horizontal database sharding to scale beyond…
Skills
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Updated 11-05 00:16
Data & analytics
17,418 results
modeling-nosql-data
This skill enables Claude to design NoSQL data models. It activates when the user requests assistance with NoSQL database design, including schema creation,…
optimizing-database-connection-pooling
This skill optimizes database connection pooling for enhanced performance and resource management. It is activated when the user requests assistance with…
optimizing-deep-learning-models
This skill optimizes deep learning models using various techniques. It is triggered when the user requests improvements to model performance, such as…
optimizing-sql-queries
This skill analyzes and optimizes SQL queries for improved performance. It identifies potential bottlenecks, suggests optimal indexes, and proposes query…
performing-regression-analysis
This skill empowers Claude to perform regression analysis and modeling using the regression-analysis-tool plugin. It analyzes datasets, generates appropriate…
preprocessing-data-with-automated-pipelines
This skill empowers Claude to preprocess and clean data using automated pipelines. It is designed to streamline data preparation for machine learning tasks,…
running-clustering-algorithms
This skill enables Claude to execute clustering algorithms on datasets. It is used when the user requests to perform clustering, identify groups within data,…
setting-up-experiment-tracking
This skill automates the setup of machine learning experiment tracking using tools like MLflow or Weights & Biases (W&B). It is triggered when the user…
splitting-datasets
This skill enables Claude to split datasets into training, validation, and testing sets. It is useful when preparing data for machine learning model…
training-machine-learning-models
This skill trains machine learning models using automated workflows. It analyzes datasets, selects appropriate model types (classification, regression, etc.),…
tuning-hyperparameters
This skill enables Claude to optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization. It is used when the…
validating-database-integrity
This skill utilizes the data-validation-engine plugin to ensure database integrity. It automatically validates data types, ranges, formats, referential…
sql-correctness
SQL evaluation criteria for Databricks. Load when the trace contains execute_sql tool calls or SQL code in responses. Covers syntax validity, Unity Catalog…
pii-management
Identify and label PII columns in SDP pipeline tables. Use when creating or modifying tables that contain customer or personal data. Includes detection…
sdp-basics
Apply basic SDP pipeline best practices for table naming, comments, and table properties. Use when creating or modifying tables in Spark Declarative Pipelines.…
sentiment-analysis
Build sentiment-analysis datasets in SDP pipelines using built-in Databricks AI functions (ai_analyze_sentiment, ai_classify, ai_extract, ai_summarize,…
table-governance
Enforce table and column documentation standards across all tables. Use for every table you create or modify. Covers COMMENT clauses, TBLPROPERTIES, column…
databricks-aibi-dashboards
Create Databricks AI/BI dashboards. CRITICAL: You MUST test ALL SQL queries via execute_sql BEFORE deploying. Follow guidelines strictly.
databricks-asset-bundles
Create and configure Databricks Asset Bundles (DABs) with best practices for multi-environment deployments. Use when working with: (1) Creating new DAB…
databricks-config
Manage Databricks workspace connections: check which workspace you're connected to, switch workspaces, list available workspaces, or authenticate to a new…
databricks-dbsql
Databricks SQL (DBSQL) advanced features and SQL warehouse capabilities. This skill MUST be invoked when the user mentions: "DBSQL", "Databricks SQL", "SQL…
databricks-genie
Create and query Databricks Genie Spaces for natural language SQL exploration. Use when building Genie Spaces or asking questions via the Genie Conversation…
databricks-iceberg
Apache Iceberg tables on Databricks — Managed Iceberg tables, External Iceberg Reads (fka Uniform), Compatibility Mode, Iceberg REST Catalog (IRC), Iceberg v3,…