Data Science & ML Claudeスキル
data science & ml向けのClaudeスキルを発見してください。61個のスキルを閲覧し、AIワークフローに最適な機能を見つけましょう。
ML Model Explainability Tool
Provides interpretability and transparency for machine learning models by generating explanations for predictions and identifying feature importance.
Excel Variance Analyzer
Automates monthly and quarterly budget vs. actual variance analysis in Excel with professional commentary and materiality flagging.
ML Model Trainer
Automates the end-to-end machine learning workflow including data analysis, model selection, training, and performance evaluation.
Neural Network Builder
Automates the design and construction of complex neural network architectures like CNNs, RNNs, and Transformers using simple natural language commands.
Google ADK Agent Builder
Builds production-ready AI agents and multi-agent systems using Google's Agent Development Kit for Vertex AI integration.
Time Series Forecaster
Predicts future values and identifies temporal patterns in historical data to provide actionable business and technical insights.
AutoML Pipeline Builder
Automates the end-to-end creation of machine learning pipelines including feature engineering, model selection, and hyperparameter tuning.
Transfer Learning Adapter
Automates the fine-tuning and adaptation of pre-trained machine learning models for specific tasks and datasets.
Deep Learning Optimizer
Optimizes deep learning models to improve accuracy, reduce training time, and minimize resource consumption using advanced algorithms and scheduling.
ML Model Explainability
Interprets and explains machine learning model predictions and feature importance using techniques like SHAP and LIME.
ML Model Trainer
Automates the end-to-end process of training, evaluating, and persisting machine learning models from raw datasets.
Computer Vision Processor
Analyzes and processes visual data using advanced computer vision techniques like object detection, image classification, and segmentation.
Clustering Algorithm Runner
Executes unsupervised machine learning tasks by applying clustering algorithms like K-means and DBSCAN to analyze data structures and identify groupings.
AI Ethics Validator
Validates ethical implications, fairness metrics, and bias detection in AI/ML models and datasets to ensure responsible development.
Data Visualization Creator
Transforms raw datasets into professional charts, plots, and graphs using intelligent visualization selection logic.
Recommendation Engine Builder
Builds personalized recommendation systems using collaborative filtering, content-based filtering, and hybrid machine learning approaches.
AI Model Versioning Tracker
Tracks, logs, and manages AI/ML model versions and performance metrics to ensure seamless model lineage and deployment workflows.
Regression Analysis & Modeling
Performs statistical regression analysis on datasets to identify trends, predict values, and evaluate variable relationships.
Model Deployment Helper
Automates the transition of machine learning models from development to production through API generation and containerization.
Excel DCF Modeler
Builds professional investment banking-grade discounted cash flow (DCF) models in Excel with automated financial projections and sensitivity analysis.
AI Model Versioning Tracker
Automates AI/ML model versioning, lineage tracking, and performance logging within your development environment.
NLP Text Analyzer
Analyzes text to extract sentiment, keywords, and topics using advanced natural language processing techniques.
Data Visualization Creator
Generates high-quality charts, plots, and graphs from raw data to reveal patterns and insights through intelligent automated visualization.
LLM Prompt Optimizer
Refines and compresses LLM prompts to minimize token usage and maximize output quality.
ML Hyperparameter Tuner
Optimizes machine learning models using automated search strategies like grid, random, and Bayesian optimization to maximize performance.
Data Preprocessing Pipeline
Automates data cleaning, transformation, and ETL processes to prepare high-quality datasets for machine learning and analysis.
Neural Network Builder
Automates the construction and configuration of deep learning architectures including CNNs, RNNs, and Transformers using standardized implementation patterns.
ML Experiment Tracking Setup
Automates the configuration and integration of tracking tools like MLflow and Weights & Biases for machine learning projects.
Regression Analysis Tool
Performs automated regression modeling and statistical data analysis to uncover variable relationships and predict future trends.
Machine Learning Experiment Tracking Setup
Automates the configuration and integration of MLflow and Weights & Biases to track machine learning experiments seamlessly.
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