Predict Future Product Prices Using Facebook Prophet
Coursera Project Network via Coursera
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Overview
Class Central Tips
In this 1-hour long project-based course, you will be able to:
- Understand the theory and intuition behind Facebook times series forecasting tool
- Import Key libraries, dataset and visualize dataset
- Build a time series forecasting model using Facebook Prophet to predict future product prices
- Compile and fit time series forecasting model to training data
- Assess trained model performance
Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
Syllabus
- Predict Future Product Prices Using Facebook Prophet
- In this hands-on project, we will train time-series prediction models to predict future product prices. This project could be practically applied in the banking, retail, and healthcare sectors. In this hands-on project we will go through the following tasks: (1) Project overview (2) Import libraries and dataset (3) Explore dataset (4) Prepare the data for Facebook prophet (5) Understand the intuition behind Facebook Prophet (6) Develop model and make predictions - Part A (7) Develop model and make predictions - Part B.
Taught by
Ryan Ahmed