# 数据集和经典案例

&#x20;       为了帮助用户更好地了解和使用该建模平台，我们提供了一些网上公开的数据集链接，以及与我们平台相关的建模视频。

&#x20;       本文中提供的数据集均公开可用（无版权限制），我们鼓励您利用这些数据集进行实践和学习，以更深入地了解我们的建模平台。此外，我们提供的操作视频旨在帮助用户掌握软件操作技巧，并促进学习与交流。我们强烈建议用户在使用这些资源时遵守所有适用的法律法规，并尊重数据集和视频的原始所有者的权利。

## Meet-up建模直播系列

&#x20;      **Meet-up建模直播系列**会更详细介绍建模案例的背景和应用价值，并通过手动编写代码建模，对长天ML建模平台有更深入的应用介绍。

### **用户流失预测**

> **数据**：<https://www.kaggle.com/datasets/whenamancodes/credit-card-customers-prediction>
>
> **视频**：<https://www.bilibili.com/video/BV1ZC4y1776Q/>

### **心脏病患者预测**

> **数据**：<https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease/data>
>
> **视频**：<https://www.bilibili.com/video/BV1XN411j7GQ>

### **航班价格预测**

> **数据**：<https://www.kaggle.com/datasets/shubhambathwal/flight-price-prediction>
>
> **视频**：<https://www.bilibili.com/video/BV1Y94y1A7U4>

## Kaggle建模实战系列

&#x20;        **Kaggle建模实战系列**会通过3分钟的时间快速介绍Kaggle数据集情况，并使用长天ML建模平台快速进行建模演示。

### **酒店预定预测**

> **数据**：<https://www.kaggle.com/datasets/youssefaboelwafa/hotel-booking-cancellation-prediction>
>
> **视频**：<https://www.bilibili.com/video/BV1DN4y1a7Q7>

### **公司破产预测**

> **数据**：<https://archive.ics.uci.edu/dataset/572/taiwanese+bankruptcy+prediction>
>
> **视频**：<https://www.bilibili.com/video/BV1Bb4y157cG>

### **中风患者预测**

> **数据**：<https://www.kaggle.com/datasets/zzettrkalpakbal/full-filled-brain-stroke-dataset>
>
> **视频**：<https://www.bilibili.com/video/BV1sw411t78c>

### **水质健康预测**

> **数据**：<https://www.kaggle.com/datasets/adityakadiwal/water-potability>
>
> **视频**：<https://www.bilibili.com/video/BV1vb4y157qL>

### **英雄联盟预测**

> **数据**：<https://www.kaggle.com/datasets/bobbyscience/league-of-legends-diamond-ranked-games-10-min>
>
> **视频**：<https://www.bilibili.com/video/BV1Se411k728>

### **设备故障预测**

> **数据**：<https://www.kaggle.com/datasets/shivamb/machine-predictive-maintenance-classification>
>
> **视频**：<https://www.bilibili.com/video/BV1xc411y7yX>

### **电梯维护预测**

> **数据**：<https://www.kaggle.com/datasets/shivamb/elevator-predictive-maintenance-dataset>
>
> **视频**：<https://www.bilibili.com/video/BV1oG411r7Mn>

### **引擎健康预测**

> **数据**：<https://www.kaggle.com/datasets/parvmodi/automotive-vehicles-engine-health-dataset>
>
> **视频**：<https://www.bilibili.com/video/BV1E64y1W7RU>

### **军舰维护预测**

> **数据**：<https://archive.ics.uci.edu/dataset/316/condition+based+maintenance+of+naval+propulsion+plants>
>
> **视频**：<https://www.bilibili.com/video/BV17C4y1u7gu>

### **心力衰竭预测**

> **数据**：<https://www.kaggle.com/datasets/andrewmvd/heart-failure-clinical-data>
>
> **视频**：<https://www.bilibili.com/video/BV1bb4y1G7nk>

### **糖尿病预测**

> **数据**：<https://www.kaggle.com/datasets/alexteboul/diabetes-health-indicators-dataset>
>
> **视频**：<https://www.bilibili.com/video/BV1hw41157pa>

### **肺癌风险预测**

> **数据**：<https://www.kaggle.com/datasets/mysarahmadbhat/lung-cancer>
>
> **视频**：<https://www.bilibili.com/video/BV1Hw41157>

### **肝硬化存活预测**

> **数据**：<https://www.kaggle.com/datasets/joebeachcapital/cirrhosis-patient-survival-prediction>
>
> **视频**：<https://www.bilibili.com/video/BV12g4y1k7XT>

### **甲状腺癌症预测**

> **数据**：<https://www.kaggle.com/datasets/zsinghrahulk/differentiated-thyroid-cancer-recurrence>
>
> **视频**：<https://www.bilibili.com/video/BV1Fg4y1C7wN/>

### **分析师工资预测**

> **数据**：<https://www.kaggle.com/datasets/ruchi798/data-science-job-salaries/data>
>
> **视频**：<https://www.bilibili.com/video/BV1xg4y1r7fs>

### **银行存款预测**

> **数据**：<https://www.kaggle.com/datasets/thedevastator/bank-term-deposit-predictions>
>
> **视频**：<https://www.bilibili.com/video/BV1W5411z7dF>

### **睡眠质量预测**

> **数据**：<https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset>
>
> **视频**：<https://www.bilibili.com/video/BV1v5411q7Y6>

### **房屋价格预测**

> **数据**：<https://www.kaggle.com/datasets/shubhammeshram579/house>
>
> **视频**：<https://www.bilibili.com/video/BV1XT4y1H7D8>

### **研究生录取预测**

> **数据**：<https://www.kaggle.com/datasets/mohansacharya/graduate-admissions>
>
> **视频**：<https://www.bilibili.com/video/BV1oe411e7gE>
