Professional Certificate in Time Series Analysis & Forecasting

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The Professional Certificate in Time Series Analysis & Forecasting is a comprehensive course that equips learners with the essential skills to analyze and forecast trends using time series data. This program is critical for professionals working in data analysis, finance, economics, and related fields where understanding and predicting patterns over time are integral.

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In an era driven by data, the ability to analyze time series data is increasingly important for informed decision-making and strategic planning. This course covers key topics including data preprocessing, decomposition methods, autoregressive and moving average models, ARIMA, exponential smoothing, and machine learning techniques for time series forecasting. By the end of this program, learners will have developed a strong foundation in time series analysis, enabling them to tackle real-world problems and advance their careers in this high-demand field.

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โ€ข Unit 1: Introduction to Time Series Analysis & Forecasting
โ€ข Unit 2: Time Series Components: Trend, Seasonality, and Cyclicality
โ€ข Unit 3: Autoregressive (AR) Models
โ€ข Unit 4: Moving Average (MA) Models
โ€ข Unit 5: Autoregressive Integrated Moving Average (ARIMA) Models
โ€ข Unit 6: Seasonal ARIMA (SARIMA) Models
โ€ข Unit 7: Exponential Smoothing State Space Models (ETS)
โ€ข Unit 8: Model Selection & Evaluation Techniques
โ€ข Unit 9: Advanced Forecasting Methods: Long-term and Multi-step Forecasting
โ€ข Unit 10: Time Series Analysis Applications and Case Studies

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็คบไพ‹่ฏไนฆ่ƒŒๆ™ฏ
PROFESSIONAL CERTIFICATE IN TIME SERIES ANALYSIS & FORECASTING
ๆŽˆไบˆ็ป™
ๅญฆไน ่€…ๅง“ๅ
ๅทฒๅฎŒๆˆ่ฏพ็จ‹็š„ไบบ
London School of International Business (LSIB)
ๆŽˆไบˆๆ—ฅๆœŸ
05 May 2025
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