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Time Series Analysis Course

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What will I learn?

Master the art of Time Series Analysis with our comprehensive course tailored for Economics professionals. Dive into data collection from key sources like FRED, refine your skills in data cleaning, and learn to fit and evaluate models using MAE and RMSE. Explore forecasting techniques, including ARIMA and SARIMA, and gain proficiency in programming languages essential for analysis. Enhance your ability to interpret results, identify trends, and present forecasts effectively, empowering you to make informed economic decisions.

Apoia's Unique Features

Online and lifetime access to courses
Certificate compliant with educational standards
Printable PDF summaries
Online support available at all times
Select and arrange the chapters you want to study
Set your course workload
Instant feedback on practical activities
Study anytime, no internet required

Develop skills

Strengthen the development of the practical skills listed below

Master data collection: Access and gather economic data efficiently.

Implement models: Fit and evaluate time series models accurately.

Prepare data: Clean, transform, and organize data for analysis.

Forecast scenarios: Generate and present effective forecasts.

Analyze trends: Detect seasonality and identify patterns in data.

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.