Certificate in Time Series Data Trends
-- ViewingNowThe Certificate in Time Series Data Trends is a comprehensive course designed to equip learners with essential skills in time series data analysis. This program is crucial in today's data-driven world, where businesses rely heavily on historical data to make informed decisions.
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โข Introduction to Time Series Data Trends
โข Understanding Time Series Components: Trend, Seasonality, and Residuals
โข Time Series Decomposition and Seasonal Adjustment
โข Autoregressive Integrated Moving Average (ARIMA) Modeling
โข Exponential Smoothing Models for Time Series Forecasting
โข Vector Autoregression (VAR) and Vector Error Correction Model (VECM)
โข Seasonal Autoregressive Integrated Moving Average (SARIMA) Modeling
โข Long-Short Term Memory (LSTM) and Recurrent Neural Networks (RNN) for Time Series Analysis
โข Time Series Data Visualization and Analysis using Python/R libraries
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