MikeTreml/MissionControl - Page 33

a-b-test-statistical-analyzer

Performs statistical analysis for A/B testing experiments

Langue du texte source : anglais

airflow-dag-analyzer

Analyzes, validates, and optimizes Apache Airflow DAGs for reliability, performance, and best practices adherence.

Langue du texte source : anglais

apache-spark-optimizer

Analyzes and optimizes Apache Spark jobs for performance, cost, and resource utilization

Langue du texte source : anglais

bi-semantic-layer-generator

Generates semantic layer definitions for BI tools from dimensional models

Langue du texte source : anglais

cdc-pattern-implementer

Implements Change Data Capture patterns for real-time data integration

Langue du texte source : anglais

cost-optimizer-cloud-data-platforms

Analyzes and optimizes costs for cloud data platforms

Langue du texte source : anglais

data-catalog-enricher

Enriches data catalog entries with automated metadata

Langue du texte source : anglais

data-lineage-mapper

Extracts and maps data lineage from various sources including SQL, dbt, Airflow, and Spark, generating comprehensive lineage graphs for impact analysis.

Langue du texte source : anglais

data-quality-profiler

Profiles data assets to assess quality dimensions, detect anomalies, and generate comprehensive data quality reports with actionable recommendations.

Langue du texte source : anglais

dbt-project-analyzer

Analyzes dbt projects for best practices, performance, maintainability, and generates actionable recommendations for improvement.

Langue du texte source : anglais

dimensional-model-validator

Validates dimensional models against Kimball methodology best practices

Langue du texte source : anglais

feature-engineering-optimizer

Optimizes feature engineering pipelines and feature store configurations

Langue du texte source : anglais

great-expectations-generator

Generates Great Expectations suites from data profiles and business rules

Langue du texte source : anglais

incremental-model-strategy-selector

Selects and configures optimal incremental model strategies

Langue du texte source : anglais

kafka-topic-designer

Designs and optimizes Apache Kafka topics and configurations

Langue du texte source : anglais

obt-design-optimizer

Designs and optimizes One Big Table (OBT) patterns

Langue du texte source : anglais

scd-implementation-generator

Generates Slowly Changing Dimension implementations across platforms

Langue du texte source : anglais

schema-evolution-manager

Manages schema evolution and compatibility across data systems

Langue du texte source : anglais

sql-query-optimizer

Analyzes and optimizes SQL queries across different data warehouse platforms (Snowflake, BigQuery, Redshift, Databricks) with platform-specific recommendations.

Langue du texte source : anglais

stream-processing-windowing-designer

Designs optimal windowing strategies for stream processing

Langue du texte source : anglais

alibi-explainer

Alibi explainability skill for counterfactual explanations, anchors, and trust scores.

Langue du texte source : anglais

arize-observability

Arize AI skill for production ML monitoring, embedding drift, and performance analysis.

Langue du texte source : anglais

bentoml-model-packager

BentoML skill for model packaging, serving, and containerization.

Langue du texte source : anglais

dvc-dataset-versioning

Dataset versioning skill using DVC for tracking data changes, managing data pipelines, and ensuring reproducibility.

Langue du texte source : anglais

evidently-drift-detector

Evidently AI skill for data drift detection, model performance monitoring, target drift analysis, and automated reporting for ML systems in production.

Langue du texte source : anglais

fairlearn-bias-detector

Fairness assessment skill using Fairlearn for bias detection, mitigation, and compliance reporting.

Langue du texte source : anglais

feast-feature-store

Feature store management skill for online/offline feature serving, feature registration, and training-serving consistency.

Langue du texte source : anglais

great-expectations-validator

Data quality validation skill using Great Expectations for schema validation, expectation suites, data documentation, and automated data quality checks in ML pipelines.

Langue du texte source : anglais

jupyter-notebook-executor

Jupyter notebook execution skill for running notebooks programmatically and extracting outputs.

Langue du texte source : anglais

kubeflow-pipeline-executor

Kubeflow Pipelines skill for ML workflow orchestration, component management, and Kubernetes-native ML.

Langue du texte source : anglais

lime-explainer

LIME-based local explanation skill for individual predictions across tabular, text, and image data.

Langue du texte source : anglais

mlflow-experiment-tracker

MLflow integration skill for experiment tracking, model registry, and artifact management. Enables LLMs to log experiments, compare runs, manage model lifecycle, and retrieve artifacts through the MLflow API.

Langue du texte source : anglais

model-card-generator

Model documentation skill for generating model cards following Google's model card framework.

Langue du texte source : anglais

optuna-hyperparameter-tuner

Optuna integration skill for automated hyperparameter optimization with advanced search strategies, pruning, multi-objective optimization, and visualization capabilities.

Langue du texte source : anglais

pandas-dataframe-analyzer

Automated DataFrame analysis skill for statistical summaries, missing value detection, data type inference, and memory optimization recommendations.

Langue du texte source : anglais

pytest-ml-tester

ML-specific testing skill using pytest with fixtures for data, models, and predictions.

Langue du texte source : anglais

pytorch-trainer

PyTorch model training skill with custom training loops, gradient management, and GPU optimization.

Langue du texte source : anglais

ray-distributed-trainer

Distributed computing skill using Ray for parallel training, hyperparameter search, and resource management.

Langue du texte source : anglais

seldon-model-deployer

Seldon Core deployment skill for model serving, A/B testing, and canary deployments on Kubernetes.

Langue du texte source : anglais

shap-explainer

SHAP-based model explainability skill for feature attribution, summary plots, and interaction analysis.

Langue du texte source : anglais