Time Series Analysis and Forecasting using Power BI
Learn how to visualize and manipulate time series data in Power BI. This course covers forecasting models, handling errors, and understanding seasonal and cyclical data. Gain hands-on experience in advanced techniques and parameter tuning. Perfect for business analysts, finance professionals, Python developers, and Power BI users interested in trend analysis and time series forecasting.
What you’ll learn
- Visualise time series data in Power BI
- Apply and manipulate time series exponential smoothing forecast
- Transform unstructured data into time series data
- Understand time series theory, and the concepts of seasonal and cyclical data
- Handle time series forecasting errors using advanced techniques in Power Query
- Compare actual values versus forecast values
In this course, students will learn about the forecasting models available in Power BI. By understanding how time series exponential smoothing works, students will be able to manipulate the forecast line efficiently for daily, monthly, and yearly predictions of univariate data.
As part of the course, students will gain hands-on experience in advanced error handling techniques in Power Query and be able to tune parameters efficiently for cyclical and seasonal datasets.
What you’ll learn
Visualise time series data in Power BI
Apply and manipulate time series exponential smoothing forecast
Transform unstructured data into time series data
Understand time series theory, and the concepts of seasonal and cyclical data
Handle time series forecasting errors using advanced techniques in Power Query
Compare actual values versus forecast values
Are there any course requirements or prerequisites?
A prior, basic understanding and usage of Power BI is recommended
Prior experience using Power Query or writing M scripts is useful but not required
Interest in stock trading is appreciated but not required
Have Power BI desktop and Microsoft Excel installed
Who this course is for:
Business analysts interested in time series analysis
Finance professionals curious about Power BI and trend analysis
Python developers curious about Power BI and trend analysis
Power BI and Excel users interested in trend analysis
Business professionals curious about Power BI, forecasting, and time series analysis
Who this course is for:
- Business analysts interested in time series analysis
- Finance professionals curious about Power BI and trend analysis
- Python developers curious about Power BI and trend analysis
- Power BI and Excel users interested in trend analysis
- Business professionals curious about Power BI, forecasting and time series analysis
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