Data Science - Time Series Forecasting with Facebook Prophet in Python
Learn how to use Prophet for time series forecasting with Python
Created by Lazy Programmer
Explore practical time series forecasting using Facebook Prophet in Python. Get hands-on with real datasets like store sales and stock prices while learning how Prophet works and how to apply it for accurate predictions. Gain both theoretical understanding and practical coding skills.
Packt | Feb 2023 | 131 min
What You Will Learn
You will work through real-world examples, preparing data, fitting Prophet models, and evaluating forecasts step by step. Each concept is introduced with clear explanations, followed by hands-on coding exercises that reinforce your understanding and build practical skills.
Key Features
- Prepare and clean time series data for accurate forecasting with Prophet
- Fit and evaluate Prophet models to predict trends and seasonality
- Visualize forecasts and model components to interpret results clearly
Target Audience
Ideal for data analysts, scientists, or developers with solid Python and Pandas skills who want to add time series forecasting to their toolkit. If you have experience with dataframes and are eager to apply forecasting to your own projects, you'll benefit from this practical, focused training.
