Hello everyone and welcome to this hands-on guided project on simple linear regression for the absolute beginner. In simple linear regression, we predict the value of one variable Y based on another variable X. X is called the independent variable and Y is called the dependent variable. This guided project is practical and directly applicable to many industries. You can add this project to your portfolio of projects which is essential for your next job interview.
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您将学到什么
Understand the theory and intuition behind simple linear regression models
Build, train and test a simple linear regression model in Sklearn
Perform data cleaning, feature engineering and visualization
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要了解的详细信息

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在 2 小时内学习、练习并应用岗位必备技能
- 接受行业专家的培训
- 获得解决实训工作任务的实践经验
- 使用最新的工具和技术来建立信心

关于此指导项目
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:
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Understand the Problem Statement
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Import Libraries and Datasets
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Practice Opportunity #1 [Optional]
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Perform Data Visualization
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Create Training and Testing Datasets
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Practice Opportunity #2 [Optional]
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Understand the theory behind Simple Linear Regression
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Train a simple linear regression model
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Practice Opportunity #3 [Optional]
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Evaluate Trained Simple Linear Regression Model Performance
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Practice Opportunity #4 [Optional]
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Final Capstone Project Overview
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Final Capstone Project Solution
推荐体验
Basic math and python programming fundamentals
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学习方式
基于技能的实践学习
通过完成与工作相关的任务来练习新技能。
专家指导
使用独特的并排界面,按照预先录制的专家视频操作。
无需下载或安装
在预配置的云工作空间中访问所需的工具和资源。
仅在台式计算机上可用
此指导项目专为具有可靠互联网连接的笔记本电脑或台式计算机而设计,而不是移动设备。
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显示 3/67 个
已于 Aug 30, 2023审阅
Great learn-by-doing course for Linear Regression topic!
已于 Aug 26, 2024审阅
Well explained and well structured. The instructors is knowledgeable.
已于 Oct 23, 2022审阅
This is a good course for beginners who are having a background in python. You can understand basics of regression analysis and visualisation.
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