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Specialist in Time Series Course

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What will I learn?

Master the art of time series analysis with our Specialist in Time Series Course, designed for statistics professionals seeking to enhance their forecasting skills. Dive into data preprocessing techniques, including outlier detection and handling missing values. Explore advanced forecasting models like ARIMA and SARIMA, and learn to decompose time series into trend and seasonal components. Gain expertise in model training, validation, and visualization, and develop strategic insights for optimizing inventory and marketing strategies. Enrol now to transform your data into actionable insights.

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 outlier detection: Identify and remove anomalies in data sets.

Implement ARIMA models: Forecast future trends with precision.

Conduct seasonality analysis: Uncover periodic patterns in data.

Evaluate model accuracy: Use MAE and RMSE for performance insights.

Visualize data trends: Compare forecasted and historical data effectively.

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.