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Search Data Validation , found 39 results

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MLOps Pipeline Orchestration

ml-pipeline-workflow

sickn33/antigravity-awesome-skills

Guides engineers through end-to-end MLOps pipeline orchestration, covering data ingestion, preparation, training, validation, deployment, and monitoring with DAG-based automation and best practices.

Optuna Study Creator

optuna-study-creator

jeremylongshore/claude-code-plugins-plus-skills

Auto-activating ML training skill that kicks in whenever you mention optuna study creator, then guides you through data prep, model training, hyperparameter tuning, and experiment tracking with production-ready code and validations.

Pandas Pro Workflow

Jeffallan/claude-skills

Expert pandas helper for efficient DataFrame analysis, cleaning, merging, grouping, resampling, and pivoting with vectorized operations, dtype tuning, memory checks, and validation.

Pipeline Monitoring Setup

pipeline-monitoring-setup

jeremylongshore/claude-code-plugins-plus-skills

Guides users through setting up monitoring for data pipelines, covering ETL, transformation, orchestration, streaming, and validation with best-practice code and configuration.

Prefect Flow Builder Guide

prefect-flow-builder

jeremylongshore/claude-code-plugins-plus-skills

Guides and automates Prefect Flow Builder tasks for data pipelines, offering best-practice patterns, production-ready code, configuration templates, and validation advice whenever you mention the tool or request pipeline help.

Regression Analysis Helper

regression-analysis-helper

jeremylongshore/claude-code-plugins-plus-skills

Provides automated regression analysis guidance, best practices, code snippets, and validation for SQL, BI, visualization, and statistical workflows in data analytics projects.

Clustering Analysis Assistant

running-clustering-algorithms

jeremylongshore/claude-code-plugins-plus-skills

Automates clustering workflows on supplied datasets with K-means, DBSCAN, or hierarchical algorithms, handling preprocessing, validation, metrics, and visualizations to expose groupings and anomalies.

Schema Validation Assistant

schema-validator

jeremylongshore/claude-code-plugins-plus-skills

Automates schema validation within data pipelines, providing guidance on best practices, workflow orchestration, and streaming ETL scenarios while producing production-ready code and configurations.

Sklearn Pipeline Builder

sklearn-pipeline-builder

jeremylongshore/claude-code-plugins-plus-skills

Automates sklearn pipeline builder tasks within ML training, activating on relevant triggers to guide data prep, model training, hyperparameter tuning, and experiment tracking with production-ready code and standards validation.

Spark Job Creator

spark-job-creator

jeremylongshore/claude-code-plugins-plus-skills

Automates spark job creation within data pipelines by guiding etl, transformation, orchestration, and streaming workflows; includes industry best practices, code templates, and validation to deliver production-ready jobs.

Dataset Splitter Tool

splitting-datasets

jeremylongshore/claude-code-plugins-plus-skills

Automates splitting datasets into training, validation, and test subsets by generating and running Python code so you can quickly prepare data for machine learning model training and evaluation.

Statistical Significance Calculator

statistical-significance-calculator

jeremylongshore/claude-code-plugins-plus-skills

Automates guidance for statistical significance calculations in data analytics, offering triggered best practices, example implementations in SQL, visualization, and BI workflows, plus validation against common standards.

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