time-series-analyst
Time Series Analyst
This skill provides guidance for analyzing temporal data, identifying patterns, and building forecasting models.
Core Competencies
- Decomposition: Trend, seasonality, residual analysis
- Statistical Methods: ARIMA, SARIMA, Exponential Smoothing
- ML Methods: Prophet, LSTM, Transformer-based models
- Anomaly Detection: Statistical and ML approaches
Time Series Fundamentals
Data Characteristics
Before analysis, assess:
| Property | Question | Impact |
|---|
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