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team
5, 10 or 20 seats+ for your team - learn more
Look inside
In this liveProject, you’ll perform a regression analysis on precleaned data to determine factors relating to American life expectancy. You will learn how to do a comprehensive regression analysis and how to select a model in the presence of multicollinearity. You will use the libraries developed in the second and third projects to check the validity of your final model.
This project is designed for learning purposes and is not a complete, production-ready application or solution.
book resources
When you start your liveProject, you get full access to the following books for 90 days.
prerequisites
This liveProject is for confident Python programmers. To begin this liveProject you will need to be familiar with:TOOLS
- Intermediate Python
- Basics of pandas
- Basics of NumPy
- Basic Jupyter Notebook
- Basics of Python data analysis
- Regression analysis with statsmodels
you will learn
In this liveProject, you’ll learn vital skills for planning and carrying out a thorough regression analysis. These foundational skills will allow you to uncover and understand the nature of complex interactions in your data.- Detecting multicollinearity with the Variance Inflation Factor
- Doing a comprehensive regression analysis with statsmodels
- Visualizing relationships with seaborn
- Interpreting "QQ-plots," "Residuals vs. Fitted" plots, and "Scale-Location" plots
features
- Self-paced
- You choose the schedule and decide how much time to invest as you build your project.
- Project roadmap
- Each project is divided into several achievable steps.
- Get Help
- While within the liveProject platform, get help from other participants and our expert mentors.
- Compare with others
- For each step, compare your deliverable to the solutions by the author and other participants.
- book resources
- Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.
choose your plan
pro
monthly
annual
$24.99
$249.99
only $20.83 per month
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
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Life Expectancy Analysis project for free
Life Expectancy Analysis project for free
team
monthly
annual
$49.99
$499.99
only $41.67 per month
- five seats for your team
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
-
![]()
Life Expectancy Analysis project for free
