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Time Series Analysis Course

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What will I learn?

Master the ins and outs of Time Series Analysis with our comprehensive course, designed specifically for Economics professionals here in Ireland. Delve into data collection from key sources like FRED, hone your skills in data cleaning and preparation, and learn how to fit and evaluate models using MAE and RMSE. Explore forecasting techniques, including ARIMA and SARIMA, and get to grips with programming languages that are essential for analysis. You'll boost your ability to interpret results, spot trends, and present forecasts effectively, giving you the power to make well-informed economic decisions.

Apoia's Advantages

Online and lifetime access to courses
Certificate aligned with educational standards
Printable PDF summaries
Online support always available
Select and arrange the chapters you'd like to study
Set your own course workload
Instant feedback on practical activities
Study at your convenience, no internet required

Develop skills

Strengthen the development of the practical skills listed below

Master data collection: Access and gather economic data efficiently and effectively.

Implement models: Fit and evaluate time series models accurately, ensuring they're fit for purpose.

Prepare data: Clean, transform, and organise data, getting it ready for analysis.

Forecast scenarios: Generate and present effective forecasts, highlighting key insights.

Analyse trends: Detect seasonality and identify patterns in the data, uncovering hidden insights.

Suggested summary

Workload: between 4 and 360 hours

Before starting, you can change the chapters and the workload.

  • Choose which chapter to start with
  • Add or remove chapters
  • Increase or decrease the course workload

Examples of chapters you can add

You will be able to generate more chapters like the examples below

This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.