Covid-19 Cases Forecasting Using Fbprophet
10 ratings

Understand the theory and intuition behind Facebook Prophet time series forecasting tool
Build and train time series forecasting model using Facebook prophet
Assess trained model performance
10 ratings
Understand the theory and intuition behind Facebook Prophet time series forecasting tool
Build and train time series forecasting model using Facebook prophet
Assess trained model performance
Predictive models attempt at forecasting future value based on historical data. In this hands-on project, we will analyze the transmission of Covid-19 virus across the globe and train a time-series model (fbprophet) to get the projection of corona virus-related cases in the United States.
Data Science
Artificial Intelligence (AI)
visualization
Machine Learning
Python Programming
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Task 1: Understand the Problem Statement and Business Case
Task 2: Import Libraries and datasets
Task 3: Perform Exploratory Data Analysis
Task 4: Perform Data Visualization - Part #1
Task 5: Perform Data Visualization - Part #2
Task 6: Prepare the data for Facebook Prophet
Task 7: Develop Time-Series Forecasting Model using Facebook Prophet
Task 8: Assess Trained Model Performance
Your workspace is a cloud desktop right in your browser, no download required
In a split-screen video, your instructor guides you step-by-step
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