Data Science & ML Habilidades de Claude

Hyperparameter Tuning & ML Optimization

884

Optimizes machine learning models by automatically searching for optimal hyperparameter configurations using grid, random, and Bayesian search strategies.

Machine Learning Feature Engineering

884

Automates the creation, selection, and transformation of data features to optimize machine learning model performance and accuracy.

Machine Learning Model Trainer

884

Trains, evaluates, and persists machine learning models using automated workflows for classification and regression tasks.

Machine Learning Feature Engineering

884

Automates the creation, selection, and transformation of data features to optimize machine learning model performance.

ML Model Trainer

884

Automates the end-to-end machine learning workflow from dataset analysis and model selection to training and artifact persistence.

Regression Analysis Tool

884

Performs advanced regression modeling and data analysis to uncover variable relationships and predict future trends.

Time Series Forecasting

884

Predicts future values and identifies temporal patterns in historical data using advanced statistical modeling and automated analysis.

Time Series Forecasting

884

Predicts future values and identifies temporal patterns in historical data using advanced statistical models like ARIMA and Prophet.

Classification Model Builder

884

Automates the end-to-end creation, training, and evaluation of machine learning classification models within Claude Code.

Classification Model Builder

884

Automates the end-to-end creation, training, and evaluation of supervised machine learning classification models.

Neural Network Builder

883

Constructs and configures complex neural network architectures including CNNs, RNNs, and Transformers using automated build commands.

Neural Network Builder

883

Automates the design, configuration, and construction of custom neural network architectures like CNNs and Transformers within Claude Code.

Machine Learning Model Evaluator

883

Evaluates machine learning model performance using a comprehensive suite of metrics like accuracy, precision, and F1-score.

Clustering Algorithm Runner

883

Executes unsupervised machine learning tasks by applying clustering algorithms like K-means and DBSCAN to analyze data structures and identify groupings.

ML Model Explainability

883

Provides deep insights into machine learning model predictions and behavior using interpretability techniques like SHAP and LIME.

AutoML Pipeline Builder

883

Automates the end-to-end creation of machine learning pipelines including feature engineering, model selection, and hyperparameter optimization.

Transfer Learning Adapter

883

Automates the fine-tuning and adaptation of pre-trained machine learning models for specific tasks and datasets.

Deep Learning Optimizer

883

Optimizes deep learning models to improve accuracy, reduce training time, and minimize resource consumption using advanced algorithms and scheduling.

ML Model Explainability

883

Interprets and explains machine learning model predictions and feature importance using techniques like SHAP and LIME.

Google ADK Agent Builder

883

Builds production-ready AI agents and multi-agent systems using Google's Agent Development Kit for Vertex AI integration.

Time Series Forecaster

883

Predicts future values and identifies temporal patterns in historical data to provide actionable business and technical insights.

AutoML Pipeline Builder

883

Automates the end-to-end creation of machine learning pipelines including feature engineering, model selection, and hyperparameter tuning.

Data Anomaly Detection

883

Identifies outliers and unusual patterns in datasets using machine learning to uncover fraud, errors, or security threats.

ML Model Trainer

883

Automates the end-to-end process of training, evaluating, and persisting machine learning models from raw datasets.

Computer Vision Processor

883

Analyzes and processes visual data using advanced computer vision techniques like object detection, image classification, and segmentation.

ML Model Evaluation Suite

883

Evaluates machine learning models by calculating performance metrics like accuracy, precision, and F1-score to guide model optimization.

AutoML Pipeline Builder

883

Automates the end-to-end creation of machine learning pipelines including feature engineering, model selection, and hyperparameter tuning.

Neural Network Builder

883

Automates the design and construction of complex neural network architectures like CNNs, RNNs, and Transformers using simple natural language commands.

Multi-Agent System Orchestrator

883

Orchestrates complex multi-agent systems using AI SDK v5 to facilitate intelligent routing, agent handoffs, and coordinated AI workflows.

LLM Prompt Optimizer

883

Optimizes Large Language Model prompts to reduce token usage, lower operational costs, and improve response quality through concise rewriting.