Data Science & ML Claude 스킬
data science & ml Claude 스킬을 발견하세요. 61개의 스킬을 탐색하고 AI 워크플로우에 완벽한 기능을 찾아보세요.
Ollama Local AI Setup
Automates the installation and configuration of Ollama for local LLM deployment and cost-free AI development within Claude Code.
TorchServe Config Generator
Automates the creation of optimized configuration files for deploying PyTorch models via TorchServe.
Text Sentiment Analyzer
Analyzes the emotional tone of text data to classify content as positive, negative, or neutral for enhanced data insights.
Clustering Algorithm Runner
Executes unsupervised machine learning algorithms to discover patterns and group data points within complex datasets.
Machine Learning Model Evaluation Suite
Assesses machine learning model performance through comprehensive metric analysis, including accuracy, precision, and F1-scores.
Classification Model Builder
Automates the end-to-end process of building, training, and evaluating machine learning classification models within Claude Code.
Multi-Agent Orchestrator
Orchestrates complex multi-agent systems and intelligent task routing using the Vercel AI SDK v5.
NLP Text Analyzer
Analyzes text data to extract sentiment, keywords, and topics using advanced natural language processing techniques.
Transfer Learning Model Adapter
Automates the fine-tuning and adaptation of pre-trained machine learning models for specific datasets and tasks.
Excel Pivot Wizard
Automates the creation of professional Excel pivot tables and data visualizations using natural language commands.
Classification Model Builder
Automates the end-to-end creation, training, and evaluation of supervised classification models from labeled datasets.
Automated Data Preprocessing Pipeline
Streamlines data cleaning, transformation, and validation through automated pipelines to prepare raw datasets for machine learning and analysis.
Firebase Genkit Production Expert
Architects, implements, and deploys production-grade AI applications using Firebase Genkit across Node.js, Python, and Go.
Dataset Splitter
Partitions datasets into training, validation, and testing sets to streamline machine learning model development.
LLM Prompt Optimizer
Refines LLM prompts to minimize token usage, reduce operational costs, and maximize output quality through intelligent rewriting.
Time Series Forecaster
Analyzes historical temporal data to predict future trends and seasonal patterns using advanced statistical modeling.
Model Evaluation Suite
Evaluates machine learning models using a comprehensive suite of performance metrics to ensure accuracy and reliability.
AutoML Pipeline Builder
Automates the end-to-end creation of machine learning pipelines, including feature engineering, model selection, and hyperparameter tuning.
NLP Text Analyzer
Performs advanced natural language processing to extract sentiment, keywords, and topics from any textual data.
AI Recommendation Engine
Constructs sophisticated recommendation systems using collaborative filtering, content-based filtering, and hybrid approaches to personalize user experiences.
Machine Learning Feature Engineering
Automates the creation, selection, and transformation of data features to optimize machine learning model performance.
Time Series Forecasting
Predicts future values and identifies temporal patterns in historical data using advanced statistical models like ARIMA and Prophet.
Hyperparameter Tuning & ML Optimization
Optimizes machine learning models by automatically searching for optimal hyperparameter configurations using grid, random, and Bayesian search strategies.
Time Series Forecasting
Predicts future values and identifies temporal patterns in historical data using advanced statistical modeling and automated analysis.
Machine Learning Feature Engineering
Automates the creation, selection, and transformation of data features to optimize machine learning model performance and accuracy.
Anomaly Detection System
Identifies statistical outliers and data irregularities using machine learning algorithms to uncover fraud, security threats, or system errors.
Machine Learning Model Evaluation Suite
Evaluates machine learning model performance using comprehensive metrics like accuracy, precision, and F1-score to ensure model quality.
Neural Network Builder
Builds and configures custom neural network architectures including CNNs, RNNs, and Transformers directly within Claude Code.
Data Anomaly Detection
Identifies outliers and unusual patterns in datasets using machine learning to uncover fraud, security threats, or system irregularities.
Multi-Agent System Orchestrator
Orchestrates sophisticated multi-agent workflows using the AI SDK v5 to facilitate task delegation, intelligent routing, and agent handoffs.
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