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- ### Linux基础 | ||
- Linux FHS : Filesystem Hierarchy Standard | ||
- Linux 基本操作命令:Linux command cheat sheet | ||
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- #### Linux 内置编辑器: | ||
- vi | ||
- nano | ||
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- Linux 系统 | ||
- Centos | ||
- Debian | ||
- Ubuntu | ||
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- ### 运维命令 | ||
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- ### 基础服务 | ||
- LAMP或LNMP :Apache/Nginx,MySQL,PHP/Python/Perl LAMP (software bundle) | ||
- FTP | ||
- DNS | ||
- SAMBA | ||
- NTP | ||
- DHCP | ||
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- ### 运维平台工具 | ||
- Nagios | ||
- Puppet | ||
- Zabbix | ||
- Cacti | ||
- SaltStack | ||
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- ### 脚本 | ||
- Shell | ||
- Python | ||
- Perl | ||
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- ### 底层 | ||
- Linux C | ||
- Linux 内核 | ||
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- ### 网络 | ||
- TCP/IP协议 | ||
- tcpdump抓包 | ||
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- ### DevOps | ||
- SSH证书 | ||
- Fabric | ||
- SaltStack | ||
- Puppet | ||
- pssh/dsh | ||
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- ### 安全 | ||
- #### 防火墙配置 | ||
- iptables | ||
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- ### 硬件 | ||
- 接口类型 | ||
- 查看硬件信息 | ||
- 知道各类型服务器,如塔式、机架式、刀片式 | ||
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- ### 其它 | ||
- 安全意识 | ||
- 责任心 | ||
- 沟通方式/技巧 |
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- ### 大数据处理框架 | ||
- #### Spark | ||
- RDD | ||
- Spark SQL | ||
- Spark Streaming | ||
- MLLib | ||
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- #### Hadoop | ||
- HDFS(分布式文件系统) | ||
- Mapreduce(计算框架) | ||
- Yarn(资源管理平台) | ||
- Pig(piglatin 语句到 mapreduce 的映射) | ||
- Hive(数据仓库,提供 SQL) | ||
- Mahout(机器学习算法的 mapreduce 实现库) | ||
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- #### Kafka | ||
- #### Storm | ||
- #### ELK | ||
- ElasticSearch | ||
- Logstash | ||
- Kibana | ||
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- ### 数据库 | ||
- SQL | ||
- MySQL | ||
- MongoDB | ||
- Cassandra | ||
- Redis | ||
- SQLite | ||
- bsddb | ||
- HBase | ||
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- ### 编程语言 | ||
- Python | ||
- R | ||
- Ruby | ||
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- ### 数据分析挖掘 | ||
- MATLAB | ||
- SPSS | ||
- SAS | ||
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- ### 数据可视化 | ||
- R | ||
- D3.js | ||
- ECharts | ||
- Excle | ||
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- ### 人工智能 | ||
- #### 机器学习 | ||
- 聚类 | ||
- 时间序列 | ||
- 推荐系统 | ||
- 回归分析 | ||
- 文本挖掘 | ||
- 决策树 | ||
- 支持向量机 | ||
- 贝叶斯分类 | ||
- 神经网络 | ||
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- ### 算法 | ||
- #### 一致性 | ||
- paxos | ||
- raft | ||
- gossip | ||
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- #### 数据结构 | ||
- 栈,队列,链表 | ||
- 散列表 | ||
- 二叉树,红黑树,B树 | ||
- 图 | ||
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- #### 常用算法 | ||
- ##### 排序 | ||
- 插入排序 | ||
- 桶排序 | ||
- 堆排序 | ||
- 快速排序 | ||
- 最大子数组 | ||
- 最长公共子序列 | ||
- 最小生成树 | ||
- 最短路径 | ||
- 矩阵的存储和运算 | ||
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- ### 云计算 | ||
- #### 云服务 | ||
- SaaS | ||
- PaaS | ||
- IaaS | ||
- Openstack | ||
- Docker | ||
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