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Time Series Forecasting with MindsDB

Overview

Skills Needed

Learn to forecast time series data with MindsDB. Explore time series modeling techniques, trend analysis, and seasonal decomposition with MindsDB.

  • Basic knowledge of time series forecasting concepts

Outline

  • Introduction to Time Series Forecasting
  • Time Series Data Preprocessing
  • Time Series Modeling Techniques
  • Trend Analysis with MindsDB
  • Seasonal Decomposition Methods
  • Handling Seasonality and Trends
  • Forecast Evaluation Metrics
  • Model Selection for Time Series Forecasting
  • Hyperparameter Tuning for Time Series Models
  • Best Practices for Time Series Forecasting with MindsDB

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