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Certificate of Achievement
has completed the following course:
Business Analytics Using Forecasting
National Tsing Hua University (NTHU)
This online course introduced a scientific and practical approach for creating and evaluating forecasting solutions. It focussed on forecasting time series, where past and present values are used to forecast future values of a series of interest. The course covered issues relating to different steps of the forecasting process, from goal definition, through data exploration and visualization, modeling, and performance evaluation to model deployment.
6 weeks, 3 hours per week
Galit Shmueli, PhD
Tsing Hua Distinguished Professor
National Tsing Hua University, Taiwan
Transcript
Learning outcomes
- Describe business challenges and opportunities that call for forecasting
- Evaluate performance of a forecasting solution
- Apply and be familiar with popular forecasting methods
- Explore, identify and model different types of patterns in time series
- Develop a forecasting solution using forecasting methods
Syllabus
- Goal definitions
- Data visualisation
- Data modeling
- Performance evaluation
- Model deployment
Issued on 8th April 2022
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This certificate represents proof of learning. It is not a formal qualification, degree, or part of a degree.