The objective of this project is to predict whether a patient has kyphosis or not, based on given features and diagnostic measurements such as age and number of vertebrae. Kyphosis is an abnormally excessive convex curvature of the spine. This guided project is practical and directly applicable to the healthcare industry. You can add this project to your portfolio of projects which is essential for your next job interview.
通过 Coursera Plus 提高技能,仅需 239 美元/年(原价 399 美元)。立即节省

您将学到什么
Understand the theory and intuition behind decision trees and random forest classifier models
Build, train and test a decision tree and random forest classifier models in Sklearn
Perform data cleaning, feature engineering and visualization
您将练习的技能
要了解的详细信息

添加到您的领英档案
仅桌面可用
了解顶级公司的员工如何掌握热门技能

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:
Understand the Problem Statement and Business Case
Import Libraries and Datasets
Practice Opportunity #1 [Optional]
Perform Data Visualization
Practice Opportunity #2 [Optional]
Create Training and Testing Datasets
Train a Logistic Regression Classifier Model
Evaluate Trained Model Performance
Understand the theory of Decision Trees and Random Forest
Improve the Model
Practice Opportunity #3 [Optional]
推荐体验
python programming and basic math background
11个项目图片
位教师

提供方
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。
人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.

Jennifer J.

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Chaitanya A.
学生评论
- 5 stars
61.53%
- 4 stars
38.46%
- 3 stars
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显示 3/13 个
已于 Oct 6, 2022审阅
Many codes were already written. I preferred to see the instructor's keystrokes and type the codes myself.
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