Professional Certificate in Data Science in Time Series
-- ViewingNowThe Professional Certificate in Data Science in Time Series is a comprehensive course that equips learners with essential skills for career advancement in the data science industry. This program focuses on time series data, a type of data that is highly valuable and in-demand across various industries, including finance, healthcare, and marketing.
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โข Time Series Basics: Understanding time series data, components of time series, and data preprocessing
โข Data Visualization: Exploring time series data using various visualization techniques
โข Statistical Analysis: Applying statistical methods to time series data, including autocorrelation and stationarity
โข Decomposition: Decomposing time series data into trend, seasonality, and residuals
โข Autoregressive (AR) Models: Learning and implementing AR models for time series forecasting
โข Moving Average (MA) Models: Understanding and applying MA models for time series analysis
โข Autoregressive Integrated Moving Average (ARIMA): Exploring ARIMA models for time series forecasting
โข Exponential Smoothing: Learning exponential smoothing techniques and their applications in time series
โข Vector Autoregression (VAR): Examining multivariate time series using VAR models
โข Model Selection & Evaluation: Selecting the right model and evaluating model performance for time series data
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