地球资源数据云——数据资源详情
Udemy 在线教育课程数据集
该数据集《Udemy Online Education Courses Dataset》主要用于监督学习任务，数据形态以文本为主，应用场景偏向金融风控。 题目说明：Udemy Online Education Courses with Ratings, Enrollments, and Reviews Dataset 任务类型：文本监督学习。 建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。 评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。 可用文件：udemy_online_education_courses_dataset.csv。 Description: The dataset comprises anonymized data on online education courses offered on Udemy, one of the leading online learning platforms. This dataset can be utilized for analyzing trends in online courses, including aspects like pricing, popularity, and course length, across different subjects and levels. It can aid in understanding the demand for certain subjects, the pricing structure of paid courses, and the general profile of courses in terms of lectures and duration. This dataset can be utilized for analyzing trends in online education, including course popularity, pricing, and content structure.
摘要概览
该数据集《Udemy Online Education Courses Dataset》主要用于监督学习任务，数据形态以文本为主，应用场景偏向金融风控。 题目说明：Udemy Online Education Courses with Ratings, Enrollments, and Reviews Dataset
任务类型：文本监督学习。
建议流程：先做文本清洗与分词，再比较 TF - IDF+线性模型 与 预训练语言模型。
评估建议：使用分层切分或交叉验证，优先关注 F1、Recall、AUC 等分类指标。
可用文件：udemy_online_education_courses_dataset.csv。
Description:
The dataset comprises anonymized data on online education courses offered on Udemy, one of the leading online learning platforms.
This dataset can be utilized for analyzing trends in online courses, including aspects like pricing, popularity, and course length, across different subjects and levels.
It can aid in understanding the demand for certain subjects, the pricing structure of paid courses, and the general profile of courses in terms of lectures and duration.
This dataset can be utilized for analyzing trends in online education, including course popularity, pricing, and content structure.