{"id":13624445,"url":"https://github.com/flink-china/flink-training-course","last_synced_at":"2025-04-16T00:32:20.555Z","repository":{"id":37664084,"uuid":"173700094","full_name":"flink-china/flink-training-course","owner":"flink-china","description":"Flink 中文视频课程（持续更新...）","archived":false,"fork":false,"pushed_at":"2020-06-18T03:02:42.000Z","size":561,"stargazers_count":4516,"open_issues_count":20,"forks_count":1148,"subscribers_count":394,"default_branch":"master","last_synced_at":"2024-08-01T22:00:05.110Z","etag":null,"topics":["course","flink","streaming","training"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/flink-china.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2019-03-04T08:01:47.000Z","updated_at":"2024-07-30T08:08:27.000Z","dependencies_parsed_at":"2022-07-12T16:42:35.974Z","dependency_job_id":null,"html_url":"https://github.com/flink-china/flink-training-course","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flink-china%2Fflink-training-course","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flink-china%2Fflink-training-course/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flink-china%2Fflink-training-course/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/flink-china%2Fflink-training-course/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/flink-china","download_url":"https://codeload.github.com/flink-china/flink-training-course/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223691594,"owners_count":17186851,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["course","flink","streaming","training"],"created_at":"2024-08-01T21:01:42.679Z","updated_at":"2024-11-08T13:30:27.156Z","avatar_url":"https://github.com/flink-china.png","language":null,"funding_links":[],"categories":["Others"],"sub_categories":[],"readme":"\n### 课程简介：\n\n本系列课程由 Apache Flink Community China 官方出品。旨在为具备一定大数据基础、对 Apache Flink 感兴趣的同学提供系统性的入门教程，课程分为 基础篇、进阶篇、运维篇、实时数仓篇等，持续更新。\n\n# S3 社区公开课课表（进行中）\n\n\u003c 备注：S1 S2 基础篇+进阶篇本页下滑可见 \u003e   Flink中文学习网站地址：https://ververica.cn/developers/flink-training-course3/\n\n#\n#\n### 即将直播\n\n   \n    \n### 【实时数仓篇】利用 Flink 进行实时作业运行监控\n    讲师：李明（美团点评）\n    直播：7月2日 20:00-21:00 （UTC+8）\n    备注：视频、PPT待直播后更新 \n    \n### 【技术生态篇】Flink JDBC Connector\n    讲师：徐榜江（Apache Flink Contributor，阿里巴巴高级开发工程师）\n    直播：7月23日 20:00-21:00 （UTC+8）\n    备注：视频、PPT待直播后更新 \n\n#\n#\n### ***计划直播***\n\n\n###  Flink 1.11 – 双 RM 带你抢先看\n     讲师：王治江（淘江）（Flink 1.11 Release Manager，阿里巴巴高级技术专家）\n     直播：时间待定  20:00-21:00 （UTC+8）\n    备注：视频、PPT待直播后更新 \n\n### 【实时数仓篇】从零到一搭建实时数仓\n    讲师：张荣（蓉荣）（阿里巴巴产品专家）\n     直播：时间待定 20:00-21:00 （UTC+8）\n     备注：视频、PPT待直播后更新 \n\n### 【实时数仓篇】构建你的流批一体数仓：Flink file system connector 实践\n    直播：时间待定  20:00-21:00 （UTC+8）\n    备注：视频、PPT待直播后更新 \n\n### 【实时数仓篇】构建你的流批一体数仓：Flink on Hive 流批一体实践\n    直播：时间待定  20:00-21:00 （UTC+8）\n    备注：视频、PPT待直播后更新 \n\n### 【实时数仓篇】利用 Flink 更高效的实现代码优化\n    讲师：程硕（阿里巴巴开发工程师）\n    直播：时间待定  20:00-21:00 （UTC+8）\n    备注：视频、PPT待直播后更新 \n    \n\n\n#\n#\n——————————————————————##直播回放##———————————————————————\n\n\n### 【极客挑战赛】 如何利用 Flink 和深度学习模型实现垃圾图片分类（Apache Flink 极客特别场）\n\n    讲师：陈戊超（阿里巴巴技术专家)\n    \n[视频回放](https://www.bilibili.com/video/av64821415/) \n\n—————————————————————————————————————————————————————————\n      \n     \n### 【实时数仓】1. Flink 实时数仓的应用\n   [PPT](https://files.alicdn.com/tpsservice/d2b9e181918024538422e8768dde6983.pdf)\n\n   [视频回放]( https://www.bilibili.com/video/av66782142)  \n      \n      讲师：黄伟伦（美团实时数仓技术专家）\n      \n      \n### 【实时数仓】2. 利用 Flink 实现典型的实时 ETL 场景\n  \n  [PPT](https://files.alicdn.com/tpsservice/e4356097e11364edadb5627a892ee53b.pdf)\n\n  [视频回放](https://www.bilibili.com/video/av92215954/) \n  \n     讲师：买蓉（美团点评）\n\n    \n### 【实时数仓】 3. 利用 Flink 实现实时超时统计场景\n    \n   [PPT](https://files.alicdn.com/tpsservice/0f9d6f504576175dbf6d084c3e2a43fa.pdf)\n\n   [视频回放](https://www.bilibili.com/video/av95428038/) \n   \n    讲师：马汶园（菜鸟 数据工程师）\n    \n    \n### 【实时数仓】4.  利用 Flink 实现实时状态复用场景\n\n   [PPT](https://files.alicdn.com/tpsservice/516d809e59a785518adc88645a4d2f78.pdf)\n\n   [视频回放](https://www.bilibili.com/video/av95995649/) \n    \n    \n    讲师：李晨（菜鸟 数据工程师）\n    \n     \n ### 【实时数仓】5. Flink 窗口函数的应用场景\n \n [PPT](https://files.alicdn.com/tpsservice/73a1f1c404d2a658585cf4f4d86ef776.pdf)\n\n [视频回放](https://www.bilibili.com/video/BV1n54y1976u/)\n \n    讲师：张俊（Apache Flink Contributor，OPPO大数据平台研发负责人）\n    \n\n### 【实时数仓篇】6. 深入解读 Flink 资源管理机制\n\n \n [PPT](https://files.alicdn.com/tpsservice/51c8324cf47dbf835c703e7ef8419d2a.pdf)\n\n [视频回放](https://www.bilibili.com/video/BV1ht4y127UV/)\n\n       讲师：宋辛童（Apache Flink Contributor，阿里巴巴高级开发工程师）\n    \n    \n \n    \n—————————————————————————————————————————————————————————\n    \n### 【生态篇】1. Flink 完美搭档 – Pravega：架构总览\n\n[PPT](https://files.alicdn.com/tpsservice/2be791ca278bccb9e2ec248faee8dabc.pdf)\n\n [视频回放](https://www.bilibili.com/video/BV1YC4y1s7M1) \n    \n     讲师：滕昱（DellEMC 技术总监)\n   \n\n### 【生态篇】2. PyFlink 核心功能介绍\n\n \n [PPT](https://files.alicdn.com/tpsservice/473830c4db37ebc8f7da7b112734cf69.pdf)\n\n [视频回放](https://www.bilibili.com/video/BV1yt4y127sL/)\n\n     讲师：程鹤群（军长）（Apache Flink PMC，阿里巴巴技术专家）\n     \n\n### 【生态篇】 3. Flink Pulsar Connector 机制剖析\n\n [PPT](https://files.alicdn.com/tpsservice/cea77fbe0b2f66d8faae5afc24e09e48.pdf)\n\n [视频回放](https://www.bilibili.com/video/BV1YQ4y1A7VN/)\n\n    讲师：申毅杰（Apache Pulsar/Flink/Spark contributor，StreamNative 高级工程师）\n    \n### 【生态篇】4. 最佳实践：Flink 流式导入 HBase\n\n [PPT](https://files.alicdn.com/tpsservice/88c2b4e8e45bbf3aab11bb3c52fc59f8.pdf)\n\n [视频回放](https://www.bilibili.com/video/BV1gk4y1z7EQ/)\n \n    讲师：胡争（Apache HBase PMC，阿里巴巴技术专家）\n\n    \n    \n——————————————————————————————————————————————————————— \n\n\n### 【社区成长篇】1. 30分钟教你如何入门 – Apache Flink 最全知识图谱详解\n    讲师：程鹤群（军长）（Apache Flink Committer，阿里巴巴技术专家）\n    \n   [知识图谱](https://ververica.cn/developers/special-issue/）\n   \n   [PPT](https://files.alicdn.com/tpsservice/180ded6abcab5207f87ce34faa78cf1c.pdf)\n\n   [视频回放](https://www.bilibili.com/video/av88469519/) \n   \n    \n### 【社区成长篇】2. 从0到1，何如参与 Flink 社区\n\n [PPT](https://files.alicdn.com/tpsservice/7b5829ba0c884389d93d5380bbdda34a.pdf)\n\n [视频回放](https://www.bilibili.com/video/BV1kK411577L/)\n \n    讲师：付典（Apache Flink Committer，阿里巴巴技术专家）\n   \n   \n### 3.【社区成长篇】Flink Contributor 速成指南\n\n [PPT](https://files.alicdn.com/tpsservice/c3e3cb76d1305a619c779c0f923b2608.pdf)\n\n [视频回放]( https://www.bilibili.com/video/BV17f4y127qd)  \n      \n      讲师：伍翀（云邪）（Apache Flink PMC，阿里巴巴技术专家）\n      \n\n### 4.【社区成长篇】Contributor 之路：Flink Improvement Proposal 规范与流程\n   \n   [PPT](https://files.alicdn.com/tpsservice/7d4c3986bf9251ac538d197857507f03.pdf)\n\n   [视频回放]( https://www.bilibili.com/video/BV1sz4y197Wt/)\n\n         讲师：秦江杰（Apache Flink PMC，阿里巴巴高级技术专家）\n \n————————————————————————————————————————————————————————— \n\n\n### 【运维篇】1. Flink 反压/延时监控和调参控制\n[PPT](https://files.alicdn.com/tpsservice/39edc75090edabcaa4fb9639604a37c5.pdf)\n\n[视频回放](https://www.bilibili.com/video/av63039981) \n\n    讲师：Rong Rong（Apache Flink Committer，Software Engineer at Uber） \n    \n### 【运维篇】2.Metric 指标、监控、报警\n[PPT](https://files.alicdn.com/tpsservice/2d74381cdaf992b276becd1659cc637c.pdf)\n\n[视频回放](https://www.bilibili.com/video/av63884396/) \n\n    讲师：孙梦瑶（美团点评研发工程师）\n   \n     \n### 【运维篇】3. Flink 常见问题诊断  \n\n[PPT](https://files.alicdn.com/tpsservice/4894880a287514b4225c3892c307b9f6.pdf)\n\n[视频回放]( https://www.bilibili.com/video/av68338860/)  \n       \n    讲师：杨阳（阿里巴巴 高级运维工程师）\n    \n### 【运维篇】4. 大规模场景的高阶运维 \n[PPT](https://files.alicdn.com/tpsservice/5533cec7e1e21656ea6efce994980ddf.pdf)\n\n[视频回放](https://www.bilibili.com/video/av70687244/ )  \n       \n    讲师：王华（阿里巴巴 运维专家）\n    \n ### 【运维篇】5. Flink 作业问题分析和调优实践 \n [PPT](https://files.alicdn.com/tpsservice/b085f11c9a1d8566873aa9141ac67d79.pdf)\n \n [视频回放](https://www.bilibili.com/video/av71513720/) \n\n\n    讲师：李康（虎牙 实时平台负责人）\n       \n ### 【运维篇】6. Flink 生产配置最佳实践  \n \n  [PPT](https://files.alicdn.com/tpsservice/d29891c4fb2fadc289962dd1618bd5bb.pdf)\n\n  [视频回放](https://www.bilibili.com/video/av71597448/) \n\n    讲师：席建刚 趣头条实时平台负责人\n\n\n ### 【运维篇】7. 基于 Apache Flink 的监控告警系统\n \n  [PPT](https://files.alicdn.com/tpsservice/61774ae8080cd6b28145c32c99ad026a.pdf)\n\n  [视频回放](https://www.bilibili.com/video/av80497878/) \n\n     讲师：zhisheng（《Flink 实战与性能优化》专栏作者）\n\n\n### 【运维篇】8. Demo: 基于 Flink SQL 构建离线应用\n   \n   [PPT](https://files.alicdn.com/tpsservice/405823389e31f876d55f4c909eada4d4.pdf)\n\n  [视频回放](https://www.bilibili.com/video/av90320234/) \n    \n    讲师：李劲松（之信）（Apache Beam Committer，阿里巴巴技术专家）\n   \n\n\n### 【运维篇】9. Demo: 基于 Flink SQL 构建实时应用\n\n  [PPT](https://files.alicdn.com/tpsservice/8358c124730863fe2b828266941f4a34.pdf)\n\n  [视频回放](https://www.bilibili.com/video/av90560012/) \n    \n    \n    讲师：伍翀（云邪）（Apache Flink PMC，阿里巴巴技术专家）\n   \n—————————————————————————————————————————————————————————\n    \n### 【1.10特别篇】1. Flink on Zeppelin: 极致体验(1) 入门 + Batch\n  [PPT](https://files.alicdn.com/tpsservice/7ee4adfd0d54825bb3404133b0f25a0d.pdf)\n\n  [视频回放](https://www.bilibili.com/video/av91740063/) \n  \n     讲师：章剑锋（Apache Zeppelin PMC，阿里巴巴高级技术专家） \n     \n    \n    \n### 【1.10特别篇】2. Flink on Zeppelin: 极致体验(2) Streaming + 高级用法\n  \n   [PPT](https://files.alicdn.com/tpsservice/a3b36e922140a40190b824e7ddd9bc0f.pdf)\n\n   [视频回放](https://www.bilibili.com/video/av93631574/) \n       \n     讲师：章剑锋（Apache Zeppelin PMC，阿里巴巴高级技术专家） \n    \n    \n### 【1.10特别篇】3. Alink 入门到实践\n   \n   [PPT](https://files.alicdn.com/tpsservice/62b6867f6605c8052a9bb28f7cbec98f.pdf)\n\n   [视频回放](https://www.bilibili.com/video/av94234450/) \n    \n     讲师：杨旭（阿里巴巴资深算法专家）\n    \n### 【1.10特别篇】 4. PyFlink 架构、应用案例及未来规划\n\n  [PPT](https://files.alicdn.com/tpsservice/1b538be75c4dddebb621b4e688025a49.pdf)\n\n  [视频回放](https://www.bilibili.com/video/av97241425/) \n    \n    讲师：孙金城（Apache Flink PMC，Apache Beam Committer， 阿里巴巴高级技术专家）\n    \n    \n### 【1.10特别篇】5. Running Flink on Kubernetes natively\n\n [PPT]( https://files.alicdn.com/tpsservice/b52061940fbbe984dce67d8103f9d142.pdf )\n\n [视频回放](https://www.bilibili.com/video/BV1F5411r72P/) \n    \n    讲师：王阳（阿里巴巴实时计算引擎团队研发专家）\n   \n\n###  【1.10特别篇】6. 《Flink TaskExecutor 内存管理与配置》\n\n [PPT]( https://files.alicdn.com/tpsservice/303974c40369839ed6dc175664237a54.pdf)\n\n [视频回放](https://www.bilibili.com/video/BV1At4y1U7vH/) \n \n    讲师：宋辛童（Apache Flink Contributor，阿里巴巴高级开发工程师）\n    \n     \n### 【1.10特别篇】7.  container 环境实战\n\n [PPT]( https://files.alicdn.com/tpsservice/e063c6e2ef4dfe25007ec203504a6ed3.pdf)\n\n [视频回放](https://www.bilibili.com/video/BV1Vg4y187LT/) \n    \n      讲师：唐云（Apache Flink Contributor，阿里巴巴高级开发工程师)\n      \n    \n# S2 进阶篇（已完结）\n备注：S1基础篇本页下滑可见\n\n### 2.1 Flink Runtime 核心机制剖析 \n[PPT](https://files.alicdn.com/tpsservice/7bb8f513c765b97ab65401a1b78c8cb8.pdf)\n\n[视频回放](https://www.bilibili.com/video/av52394455/) \n\n[第一课文章](https://mp.weixin.qq.com/s/TBzzGTNFTzVLjFQdzz-LuQ)\n\n    讲师：高赟（Apache Flink Contributor，阿里巴巴高级开发工程师)\n    \n### 2.2 Flink Time 深度解析\n[PPT](https://files.alicdn.com/tpsservice/a555d1924a5af65e30abbf7ed426129a.pdf)\n\n[视频回放](https://www.bilibili.com/video/av53193640/) \n\n[第二课文章](https://mp.weixin.qq.com/s/2VMsTvCW9eshEnB-Ak_cIw)\n\n    讲师：崔星灿（Apache Flink Committer，加拿大约克大学博士后)\n    \n### 2.3 Flink Checkpoint-轻量级分布式快照\n\n[PPT](https://files.alicdn.com/tpsservice/58f47c9d098379537de5ba7f190eac8c.pdf)\n\n[视频回放](https://www.bilibili.com/video/av54074405/) \n\n[第三课文章](https://mp.weixin.qq.com/s/QCVWSYZDeQQJjjuQtINZ4A)\n\n    讲师：唐云（Apache Flink Contributor，阿里巴巴高级开发工程师)\n   \n### 2.4 Flink on Yarn/K8S原理剖析及实践\n[PPT]( https://files.alicdn.com/tpsservice/f8b9901b35b9bb8b8ebbcd3302397422.pdf)\n\n[视频回放](https://www.bilibili.com/video/av53894887/) \n\n[第四课文章](https://mp.weixin.qq.com/s/sVdI61Un8C8ycArdrwgmTg)\n\n    讲师：周凯波（Apache Flink Contributor，阿里巴巴技术专家）\n\n### 2.5 Flink 数据类型与序列化 \n[PPT](https://files.alicdn.com/tpsservice/b408fa194f6cf0ca203d83c03fccedd9.pdf)\n\n[视频回放](https://www.bilibili.com/video/av54080907/) \n\n    讲师：马庆祥（Apache Flink Contributor，360数据开发高级工程师） \n### 2.6 Flink 作业执行解析\n[PPT](https://files.alicdn.com/tpsservice/0833b0c40a3033c8df0d2ab6e717ea5c.pdf)\n\n[视频回放](https://www.bilibili.com/video/av54603593/) \n\n    讲师：岳猛（Apache Flink Contributor，网易云音乐实时计算平台研发工程师）\n\n### 2.7 Flink网络流控及反压剖析\n[PPT](https://files.alicdn.com/tpsservice/fb0ce0ef70a1b938bbf95724beb231ac.pdf)\n\n[视频回放](https://www.bilibili.com/video/av55487329/) \n    \n    讲师：张俊（Apache Flink Contributor，OPPO大数据平台研发负责人）\n\n### 2.8 Metrics 与监控\n[PPT](https://files.alicdn.com/tpsservice/07928e74e259347784e0eafd6ec13c45.pdf)\n\n[视频回放](https://www.bilibili.com/video/av56364280/) \n\n    讲师：刘彪（Apache Flink Contributor，阿里巴巴技术专家)\n    \n### 2.9 Flink Connector开发\n    \n[PPT](https://files.alicdn.com/tpsservice/448593b7133ef9642273b5925cd2b190.pdf)\n\n[视频回放](https://www.bilibili.com/video/av56902622/)   \n    \n    讲师：董亭亭 快手实时计算引擎团队负责人\n \n\n### 2.10 本地部署Zeppelin开发Flink程序 \n[PPT](https://files.alicdn.com/tpsservice/bde0cc80274144046a67cda5fcc72fe0.pdf)\n\n[视频回放](https://www.bilibili.com/video/av57881855/)        \n\n     讲师：章剑锋（Apache Zeppelin PMC，阿里巴巴高级技术专家）\n    \n### 2.11 Flink State 最佳实践 \n\n[PPT](https://files.alicdn.com/tpsservice/83484dc743503fc27e50f5bc9d545a2c.pdf)\n\n[视频回放](https://www.bilibili.com/video/av58787827/)   \n\n    讲师：唐云（Apache Flink Contributor，阿里巴巴高级开发工程师)\n    \n### Intel特邀课程： Take advantage of Intel Optane DCPM in Flink workload\n\n[PPT]( https://files.alicdn.com/tpsservice/548df3505a8ef2cffe20fcfebb2d0766.pdf)\n\n[视频回放](https://www.bilibili.com/video/av61285991) \n\n    讲师：马艳 （Intel Software Engineer）\n   \n    \n### 2.12 TensorFlow On Flink\n\n[PPT]( https://files.alicdn.com/tpsservice/76b3252ba40aea0a0bfc4b6591f833a4.pdf)\n\n[视频回放](https://www.bilibili.com/video/av60808586/) \n\n    讲师：陈戊超（阿里巴巴技术专家)\n    \n### Intel特邀课程：Anlytics-Zoo 构建统一的大数据分析+AI流水线\n\n[PPT]( https://files.alicdn.com/tpsservice/8d4949d7f6a8c685fc3bcf4f23bc76c1.pdf)\n\n[视频回放](https://www.bilibili.com/video/av61840459) \n\n    讲师：史栋杰（Intel 资深软件架构师）\n    \n### 2.13 深度探索 Flink SQL\n\n[PPT]( https://files.alicdn.com/tpsservice/6f069ca9f2930400a577cc90323de326.pdf)\n\n[视频回放](https://www.bilibili.com/video/av61840225)  \n\n    讲师：贺小令（Apache Flink Contributor，阿里巴巴技术专家)\n\n    \n### 2.14 Apache Flink Python API 现状及规划\n\n[PPT]( https://files.alicdn.com/tpsservice/13ebff337e9eef18920429cd18dd1deb.pdf)\n\n[视频回放]( https://www.bilibili.com/video/av62740496/)\n\n    讲师：孙金城（Apache Flink PMC，阿里巴巴高级技术专家)\n    \n\n### 2.15 Flink CEP 实战\n[PPT](https://files.alicdn.com/tpsservice/94d409d9679d1b46034f7d00161d99a7.pdf)\n\n[视频回放]( https://www.bilibili.com/video/av66073054/) \n     \n     讲师：刘博（哈啰出行大数据实时平台资深开发）\n    \n      \n### 2.16 State Processor API 介绍与演示\n[PPT](https://files.alicdn.com/tpsservice/68a51e5b05797748f470845ceeb08bc4.pdf)\n\n[视频回放]( https://www.bilibili.com/video/av67942201/)  \n      \n      讲师：戴资力（Apache Flink PMC）\n\n# S1 基础篇 （已完结）\n\n### 1.1 为什么要学习 Apache Flink？\n\n[PPT点我](https://files.alicdn.com/tpsservice/53de65050b468fc6d338fbaff799828a.pdf)\n \n[视频回放点我](https://www.bilibili.com/video/av45615081/)\n\n[1\u00262课文章](https://mp.weixin.qq.com/s/oBmRhRA-52CLRLXp6sZwEw)\n\n 讲师：陈守元（阿里巴巴高级产品专家）\n### 1.2 Flink基本概念\n\n[PPT点我](https://files.alicdn.com/tpsservice/b55f732fbc32522ca5394544f3834530.pdf)\n\n[视频回放点我](https://www.bilibili.com/video/av46277503/)\n\n[1\u00262课文章](https://mp.weixin.qq.com/s/oBmRhRA-52CLRLXp6sZwEw)\n \n讲师：戴资力（Apache Flink PMC)  \n### 1.3 Flink 安装部署、环境配置及运行应用程序\n\n[PPT点我](https://files.alicdn.com/tpsservice/4824447b829149c86bedd19424d05915.pdf)\n\n[视频回放点我](https://www.bilibili.com/video/av46986124/)\n\n[第三课文章](https://mp.weixin.qq.com/s/noD2Jv6m-somEMtjWTJh3w)\n           \n讲师：沙晟阳（阿里巴巴高级开发工程师)\n\n### 1.4 DataStream API编程\n[PPT点我](https://files.alicdn.com/tpsservice/38bf5c75c7491323b4b99101a2fab65c.pdf) \n\n[视频回放点我](https://www.bilibili.com/video/av47970985/)\n\n[第四课文章](https://mp.weixin.qq.com/s/nLHjYUCx2mOGBSFS4_uu_g)\n\n讲师：崔星灿（Apache Flink Committer)\n\n### 1.5 客户端操作\n[PPT点我](https://files.alicdn.com/tpsservice/a8d224d6a3b8b82d03aa84e370c008cc.pdf)\n\n[视频回放点我](https://www.bilibili.com/video/av47600600/)\n\n[第五课文章](https://mp.weixin.qq.com/s/KfuAZv2G0682NNzHv0iFfQ)\n          \n讲师：周凯波（阿里巴巴技术专家）\n       \n### 1.6 Window \u0026 Time\n[PPT点我](https://files.alicdn.com/tpsservice/5a77d1eaf0fda97b512762103c4cbd91.pdf)\n\n[视频回放点我](https://www.bilibili.com/video/av49401210/)  \n\n[第六课文章](https://mp.weixin.qq.com/s/43N3W9rQ2HEHIyBM1jh4Lw)\n          \n讲师：邱从贤（阿里巴巴高级开发工程师）\n          \n### 1.7 状态管理与容错机制 \n[PPT点我](https://files.alicdn.com/tpsservice/1b9f5f0bda10883dce78496e6a5d648a.pdf)\n\n[视频回放点我](https://www.bilibili.com/video/av49736102/) \n\n[第七课文章](https://mp.weixin.qq.com/s/1ssipS4vseDf1cgXQHxBRw)\n\n讲师：孙梦瑶（美团点评研发工程师)\n### 1.8 Flink Table API 编程 \n     \n[PPT点我](https://files.alicdn.com/tpsservice/a44825ebca091345481dc2ddbb789d1d.pdf)\n\n[视频回放点我](https://www.bilibili.com/video/av50460716/) \n\n[第八课文章](https://mp.weixin.qq.com/s/B2-WT3gSui4ylmWK92aQng)\n\n讲师：程鹤群（Apache Flink Contributor)\n### 1.9 Flink SQL 编程\n[PPT点我](https://files.alicdn.com/tpsservice/3d4b0eaf1d24414ecf76f5e597b6c276.pdf)\n\n[视频回放点我](https://www.bilibili.com/video/av50871853/)     \n\n[第九课文章](https://mp.weixin.qq.com/s/QUaJJtB5A9vyAB3d_Vg6bA)\n\n讲师：伍翀（Apache Flink 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