《大数据分析技术应用》（国际化课程）
Application of big data analytics technology
主讲：李美燕 Meiyan Li，庞继成 Jicheng Pang,李倩Qian Li,梁英杰 Yingjie Liang 教师团队：共5 人
- 学校 广西电力职业技术学院
- 学分 4
- 开课院系 人工智能与信息工程学院
- 课时 64
- 专业大类 电子与信息（Electronics and Information）
- 课程视频总时长（分钟） 427
- 开课专业 大数据技术（Big Data Technology）
- 课程编号 无
课程介绍 【Course Introduction】
本课程是面向大数据技术、人工智能技术应用等专业开设的一门专业核心课。本课程根据大数据分析与可视化工作流程设计了 5 个项目。每个项目均 按照“项目分析-项目实施-项目总结”来组织；每个项目根据知识点的分布，又分解为若干个任务。每个任务通过通俗易懂的语言、有趣的实例，详细地介绍了hive数据仓库， hbase列式数据库、Phoenix组件、 javaWeb操作 hive和hbase . springboot操作 hive及hbase、Echarts对数据的分析和可视化展现等。学生可以按照“任务分析-任务实现-知识点 PPT-知识点视频-测验-讨论”的顺序开展自主学习。 This course is a core course designed for majors such as Big Data Technology and Artificial Intelligence Technology Applications. The course system is structured around five projects, which are designed based on the data analysis and visualization workflow. Each project is organized according to the sequence of "project analysis - project implementation - project summary"; and each project is further broken down into several tasks based on the distribution of knowledge points. Students can engage in self-directed learning by following the sequence of "task analysis - task implementation - knowledge point PPT - knowledge point video - quiz - discussion". Through easy-to-understand language and interesting examples, the course provides a detailed introduction to Hive data warehousing, HBase column-oriented database, Phoenix components, JavaWeb operations for Hive and HBase, Spring Boot operations for Hive and HBase, as well as data analysis and visualization using Echarts.查看更多
教师团队
李美燕 MeiYan LI
广西电力职业技术学院 Guangxi Electrical Polytechnic Institute ｜ 人工智能与信息工程学院 School of Artificial Intelligence and Information Engineering ｜ 讲师 Lecturer
大数据技术专业带头人，讲师，工程师，作为主要参与人获自治区教学成果奖一等奖1项和校级教学成果奖三等奖1项，荣获校级“优秀共产党员”、"优秀教师“称号，获得自治区级教师技能大赛课堂教学比赛二等奖，多次荣获校级青年教师教学技能大赛二等奖，主持自治区级教改课题1项，参与多项区级和校级教改课题；主持校级示范课程、校级专业核心课程和校级课程思政示范课程建设；积极开展科研项目研究，主持横向项目3项，主持多项市厅级、校级科研项目，时刻践行科研反哺教学。
Leader of the Big Data Technology Specialty, Lecturer, Engineer, who has won one first prize for teaching achievements at the autonomous region level and one third prize at the school level as a key participant. I have also been honored with the titles of "Excellent Communist Party Member" and "Outstanding Teacher" at the school level. Additionally, I have received a second prize in the classroom teaching competition of the autonomous region's teacher skills contest and have won multiple second prizes in the school's young teacher teaching skills contest.
I have led one educational reform project at the autonomous region level and participated in several educational reform projects at both the regional and school levels. Furthermore, I have taken charge of the construction of school-level demonstration courses, school-level professional core courses, and school-level ideological and political demonstration courses.
Actively engaged in scientific research projects, I have led three horizontal projects and multiple municipal, departmental, and school-level research projects, consistently practicing the idea of using research to enrich teaching.
李倩 Qian Li
广西电力职业技术学院 Guangxi Electrical Polytechnic Institute ｜ 人工智能与信息工程学院 School of Artificial Intelligence and Information Engineering ｜ Associate Professor
梁英杰 YingJIE Liang
广西电力职业技术学院 Guangxi Electrical Polytechnic Institute ｜ 人工智能与信息工程学院 School of Artificial Intelligence and Information Engineering
庞继成
广西电力职业技术学院 Guangxi Electrical Polytechnic Institute ｜ 人工智能与信息工程学院 School of Artificial Intelligence and Information Engineering
梁夏阳 Xiayang Liang
广西电力职业技术学院 Guangxi Electrical Polytechnic Institute ｜ 人工智能与信息工程学院 School of Artificial Intelligence and Information Engineering
课程图谱
- 知识图谱
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- 知识关系
- 课程统计
