Note

目录

Computer Application

• BI & CRM
  Business IntelligenceIntroduction to CRMCRM ProcessSPSSCRM StrategiesCustomer Behaviour AnalysisCustomer ExperienceCreating Values for CustomersSocial and Analytical CRM
• 人机交互
  Visual Perception & CGUse and ContextHuman Info ProcessingLanguage & Communication & DialogueMachines & humans TalkTesting

Computer Science

• Computer Networking
  BlockchainJava Socket ProgrammingMobile ComputingNetwork FAQ
• Computer Organization
  Combinational LogicDigital SystemMemoryMIPSComponents & Interconnects
• Operating System
  Assembly languageCompiler DesignLinux BashSystem ProgrammingCPU SchedulingDeadlockInterrupts and System CallsMemory in OSProcess ManagementVirtual Memory核心、进程与线程
• Programming
  AndroidC++ ProgrammingJava 学习体系JavaScriptPython

Data Science

• Data Analysis
  1. Numpy and Pandas2. Data Visualization3. Statistics in Python4. Data Mining5. Data CommunicationProject ParadigmExploratory Data Analysis
• Database and SQL
  SQL Quary Standard
• Machine Learning
  1. Basic Models2. Neural Network3. Big Data Method4. Practical SkillsProbabilistic Graph Model

Humanistic

• 语言和语言学
  语言习得Sound of LanguageSpeech Sound构词学：词汇及其结构语义学句法学方言,口音,语言保育语用学语言接触

Information Technology

• Cloud Computing
  Introduce to CloudCloud Service ModelNetworkingNetworking ProtocolsData Center NetworkSoftware-Defined NetworkVirtualization TechnologiesDockerGoogle KubernetesKubernetes OperationHadoopApache SparkSpark RDD
• Information Governance
  Computer Security计算机的法律问题和伦理
• Project Management
  Software Engineering
• Solution Architecture
  MySQL 集群架构与应用场景数据的垂直分表多级缓存架构数据库自增主键与的探讨布隆过滤器禁用IP直连的原因CAP 定理详解负载均衡器基础知识阿里规范中禁用外键的原因前后端分离架构用 Canal 实现异构数据库同步MySQL MHA 高可用方案齐毅架构设计感悟分享Redis Sentinel 高可用架构Seata 分布式事务解决方案分布式设计中的幂等性处理数据库并发冲突及解决方案禁止 Mysql 三表 Join 的原因禁用存储过程的原因JWT 与分布式JWT 续签方案详解公共表设计与分布式数据库管理