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首页 - 课程列表 - 课程详情
高级大数据系统
课程类型:选修课
发布时间:2023-07-21 12:39:57
主讲教师:王智
课程来源:清华大学
建议学分:3.00分
课程编码:xtzx0446
Introduction to Big Data Systems
Basics of Linux Data Processing
MapReduce
What is MapReduce and why (10分钟)
Processing pattern (10分钟)
Hadoop (10分钟)
Algorithms in MapReduce (15分钟)
Tutorial (18分钟)
In-memory Processing
Background (7分钟)
Spark (17分钟)
Use Spark for data mining (15分钟)
Spark data processing (14分钟)
Experiment in Spark (11分钟)
Streaming Data Processing
Storm (10分钟)
Storm (10分钟)
Storm (10分钟)
Spark streaming (8分钟)
Spark streaming (8分钟)
NoSQL
NoSQL introduction (15分钟)
Common Advantages (9分钟)
Bigtable (11分钟)
Master Startup (13分钟)
HBase (6分钟)
Graph Processing
Machine Learning System
Mahout (10分钟)
Recommendation in Mahout (19分钟)