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.
Covid-19 Cases Forecasting Using Fbprophet
Covid-19 Cases Forecasting Using Fbprophet
Instructor: Ryan Ahmed
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Recommended experience
1.5 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.8
(11 reviews)
What you'll learn
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
Skills you'll practice
Details to know
Earn a career certificate
Add to your LinkedIn profile
Taught in English
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Recommended experience
1.5 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
4.8
(11 reviews)
See how employees at top companies are mastering in-demand skills
Learn, practice, and apply job-ready skills in less than 2 hours
- Receive training from industry experts
- Gain hands-on experience solving real-world job tasks
- Build confidence using the latest tools and technologies
About this Guided Project
Learn step-by-step
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
Recommended experience
Basic python programming and mathematics
5 project images
Instructor
Offered by
How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.