Life Expectancy Prediction Using Machine Learning

提供方
Coursera Project Network
在此指导 项目中,您将:

U​nderstand the theory and intuition behind linear regression model

P​reform exploratory data analysis

Develop, train, and evaluate linear regression model

Clock1.5 hours
Beginner初级
Cloud无需下载
Video分屏视频
Comment Dots英语(English)
Laptop仅限桌面

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.

您要培养的技能

Artificial Intelligence (AI)Data AnalysisMachine Learningregression models

分步进行学习

在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:

  1. Task #1: Understand the Problem Statement and Business Case

  2. Task #2: Import Datasets and Libraries

  3. Task #3: Perform Data Visualization and Exploratory Data Analysis

  4. Task #4: Create Training and Testing Dataset

  5. Task #5: Understand the Theory and Intuition Behind Linear Regression Model

  6. Task #6: Train a Linear Regression Model in Scikit-Learn

  7. Task #7: Evaluate Trained Model Performance

指导项目工作原理

您的工作空间就是浏览器中的云桌面,无需下载

在分屏视频中,您的授课教师会为您提供分步指导

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