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Understand the theory and intuition behind linear regression model
Preform exploratory data analysis
Develop, train, and evaluate linear regression model
In this hands-on project, we will train a Linear Regression model to predict life expectancy. The dataset was initially obtained from the World Health Organization (WHO) and United Nations Websites. Data contains features such as year, status, life expectancy, adult mortality, infant deaths, percentage of expenditure, and alcohol consumption.
Artificial Intelligence (AI)
Data Analysis
Machine Learning
regression models
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 Datasets and Libraries
Task #3: Perform Data Visualization and Exploratory Data Analysis
Task #4: Create Training and Testing Dataset
Task #5: Understand the Theory and Intuition Behind Linear Regression Model
Task #6: Train a Linear Regression Model in Scikit-Learn
Task #7: Evaluate 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
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.
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At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.
Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.
You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.
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