◼ Cluster Analysis: Basic Concepts ◼ Partitioning Methods ◼ Hierarchical Methods ◼ Density-Based Methods ◼ Grid-Based Methods ◼ Evaluation of Clustering ◼ Summary

◼ Outlier and Outlier Analysis ◼ Outlier Detection Methods ◼ Statistical Approaches ◼ Proximity-Base Approaches ◼ Clustering-Base Approaches ◼ Classification Approaches ◼ Summary

◼ Classification: Basic Concepts ◼ Decision Tree Induction ◼ Bayes Classification Methods ◼ Rule-Based Classification ◼ Model Evaluation and Selection ◼ Summary

上海交通大学：《Computational Thinking and Approach》教学资源（课件讲稿）Lecture08 DATA COLLECTION Massive data representation and processing

《商务智能：数据分析的管理视角 Business Intelligence, Analytics, and Data Science：A Managerial Perspective》教学资源（习题，原书第4版）chapter 3 Descriptive Analytics II：Business Intelligence and Data Warehousing

◼ Basic Concepts ◼ Frequent Itemset Mining Methods ◼ Which Patterns Are Interesting?—Pattern Evaluation Methods ◼ Summary

《商务智能：数据分析的管理视角 Business Intelligence, Analytics, and Data Science：A Managerial Perspective》教学资源（习题，原书第4版）chapter 1 An Overview of Business Intelligence, Analytics, and Data Science

• The devilish details of TCP • TCP connection setup and data transfer • TCP reliability • Be nice to your data • TCP congestion avoidance • Be nice to your routers

1. 认识软件 2. 数据录入与定义 编码——录入数据——定义数据 3. 数据整理 变换——排序 4. 其他常用内容 选择统计分析用的记录和变量 数据转置DATA--TRANSPOSE 数据文件拆分与合并DATA--MERGE FILES

Chapter 1:The Virtual Data Center Chapter 2:The Discovery Process Chapter 3:The Design Factors Chapter 4:vSphere Management Design Chapter 5:vVSphere Storage Design Chapter 6:vVSphere Network Design Chapter 7:vSphere Compute Design Chapter 8:vSphere Physical Design Chapter 9:Virtual Machine Design Chapter 10:Deployment Workflow and Component Installation Chapter 11:Configuring and Managing vSphere 6.7 Chapter 12:Life Cycle Management, Patching, and Upgrading Chapter 13:VM Deployment and Management Chapter 14:VM Resource Management Chapter 15:Availability and Disaster Recovery Chapter 16:Securing and Protecting Your Environment Chapter 17:Analyzing and Optimizing Your Environment Chapter 18:Troubleshooting Your Environment Chapter 19:Building Your Own VMware vSphere Lab