全部能力

Track and analyze user cohorts over time, calculate retention rates, and identify behavioral patterns for customer lifecycle and retention analysis

Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention visualization for explainability

Identify unusual patterns, outliers, and anomalies in data using statistical methods, isolation forests, and autoencoders for fraud detection and quality…

Classify text sentiment using NLP techniques, lexicon-based analysis, and machine learning for opinion mining, brand monitoring, and customer feedback analysis

Autonomous browser automation for AI agents. Two tools: agent-browser (CLI Playwright for step-by-step control) and browser-use (Python autonomous agent that decides what to do on pages). Navigate, click, fill forms, scrape data, manage sessions, and run complex multi-step browser tasks.

Build NLP applications using transformers library, BERT, GPT, text classification, named entity recognition, and sentiment analysis

Master Python syntax, data types, control flow, functions, OOP, and standard library