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https://github.com/spark0010/bigdata#bigdata
https://github.com/spark0010/bigdata#数据产品
0 如何从0到1构建指标体系http://www.woshipm.com/data-analysis/4362509.html
1 标签体系下的用户画像建设指南https://mp.weixin.qq.com/s/rXmZL5-fLo2Zs_WVQM1KUQ
2 一文从0到1掌握用户画像知识体系https://zhuanlan.zhihu.com/p/305181550
https://github.com/spark0010/bigdata#flink
0 流处理基本概念https://github.com/fengchi66/bigdata-project/blob/main/docs/flink/%E6%B5%81%E5%88%9D%E7%BA%A7%E5%9F%BA%E7%A1%80.md
1 flink基础https://github.com/spark0010/bigdata/blob/main/note/flink/1flink%E5%9F%BA%E7%A1%80.md
2 time与watermarkhttps://github.com/fengchi66/bigdata-project/blob/main/docs/flink/Time%E4%B8%8EWatermark.md
3 网络流控及反压剖析https://flink-learning.org.cn/article/detail/138316d1556f8f9d34e517d04d670626
4 flink内存模型https://github.com/fengchi66/bigdata-project/blob/main/docs/flink/FlinkTaskExecutor%E5%86%85%E5%AD%98%E7%AE%A1%E7%90%86.md
5 双流joinhttps://github.com/fengchi66/bigdata-project/blob/main/docs/flink/FlinkStreamingJoins.md
6 windowhttps://github.com/fengchi66/bigdata-project/blob/main/docs/flink/Window.md
https://github.com/spark0010/bigdata#scala
1 面向对象的scalahttps://github.com/spark0010/bigdata/blob/main/note/scala/1%E9%9D%A2%E5%90%91%E5%AF%B9%E8%B1%A1%E7%9A%84scala.md
2 函数式的scalahttps://github.com/spark0010/bigdata/blob/main/note/scala/2%E5%87%BD%E6%95%B0%E5%BC%8F%E7%9A%84scala.md
3 隐式转换https://github.com/spark0010/bigdata/blob/main/note/scala/3%E9%9A%90%E5%BC%8F%E8%BD%AC%E6%8D%A2.md
4 类型参数化https://github.com/spark0010/bigdata/blob/main/note/scala/4%E7%B1%BB%E5%9E%8B%E5%8F%82%E6%95%B0%E5%8C%96.md
https://github.com/spark0010/bigdata#云原生
https://github.com/spark0010/bigdata#并发编程
https://github.com/spark0010/bigdata#juc
1 并发编程基本概念https://github.com/spark0010/bigdata/blob/main/note/juc/01%E5%B9%B6%E5%8F%91%E7%BC%96%E7%A8%8B%E5%9F%BA%E6%9C%AC%E6%A6%82%E5%BF%B5.md
2 线程基础知识复习https://github.com/spark0010/bigdata/blob/main/note/juc/02%E7%BA%BF%E7%A8%8B%E5%9F%BA%E7%A1%80%E7%9F%A5%E8%AF%86%E5%A4%8D%E4%B9%A0.md
3 CompletableFuturehttps://github.com/spark0010/bigdata/blob/main/note/juc/03CompletableFuture.md
4 说说Java“锁”事https://github.com/spark0010/bigdata/blob/main
5 LockSupport与线程中断https://github.com/spark0010/bigdata/blob/main
6 Java内存模型之JMMhttps://github.com/spark0010/bigdata/blob/main
7 volatile与Java内存模型https://github.com/spark0010/bigdata/blob/main
8 CAShttps://github.com/spark0010/bigdata/blob/main
9 原子操作类之18罗汉增强https://github.com/spark0010/bigdata/blob/main
https://github.com/spark0010/bigdata#akka
https://github.com/spark0010/bigdata#jvm与gc调优
01 字节码篇https://github.com/spark0010/bigdata/blob/main/note/jvm%E4%B8%8Egc%E8%B0%83%E4%BC%98/01%E5%AD%97%E8%8A%82%E7%A0%81%E7%AF%87.md
03 运行时内存篇https://github.com/spark0010/bigdata/blob/main/note/jvm%E4%B8%8Egc%E8%B0%83%E4%BC%98/03%E8%BF%90%E8%A1%8C%E6%97%B6%E5%86%85%E5%AD%98%E7%AF%87.md
https://github.com/spark0010/bigdata#消息中间件
https://github.com/spark0010/bigdata#kafka
Kafka核心技术https://github.com/spark0010/bigdata/blob/main/note/kafka/kafka.md
https://github.com/spark0010/bigdata#redis
00 redis单线程vs多线程https://github.com/spark0010/bigdata/blob/main/note/%E6%B6%88%E6%81%AF%E4%B8%AD%E9%97%B4%E4%BB%B6/redis/01redis%E5%8D%95%E7%BA%BF%E7%A8%8BVS%E5%A4%9A%E7%BA%BF%E7%A8%8B.md
01 数据结构https://github.com/spark0010/bigdata/blob/main/note/redis/1%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84.md
02 redis的持久化https://github.com/spark0010/bigdata/blob/main/note/redis/2Redis%E7%9A%84%E6%8C%81%E4%B9%85%E5%8C%96.md
https://github.com/spark0010/bigdata#数据结构和算法
0 算法的复杂度https://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/0%E7%AE%97%E6%B3%95%E7%9A%84%E5%A4%8D%E6%9D%82%E5%BA%A6.md
1 对数器和二分法https://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/1%E5%AF%B9%E6%95%B0%E5%99%A8%E5%92%8C%E4%BA%8C%E5%88%86%E6%B3%95.md
2 一些基础的数据结构https://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/2%E5%9F%BA%E7%A1%80%E7%9A%84%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84.md
3 归并排序https://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/3%E5%BD%92%E5%B9%B6%E6%8E%92%E5%BA%8F%E5%8F%8A%E5%85%B6%E7%9B%B8%E5%85%B3%E9%9D%A2%E8%AF%95%E9%A2%98.md
4 快速排序https://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/4%E5%BF%AB%E9%80%9F%E6%8E%92%E5%BA%8F.md
5 堆和堆排序https://leetcode-cn.com/problems/sort-an-array/solution/dong-hua-mo-ni-yi-ge-po-dui-pai-wo-gao-l-i6mt/
6 链表相关面试题https://github.com/spark0010/bigdata/blob/main
7 二叉树与树型DPhttps://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/7%E4%BA%8C%E5%8F%89%E6%A0%91%E4%B8%8E%E6%A0%91%E5%9E%8BDP.md
8 贪心算法https://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/8%E8%B4%AA%E5%BF%83%E7%AE%97%E6%B3%95.md
9 认识一些经典递归过程https://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/9%E8%AE%A4%E8%AF%86%E4%B8%80%E4%BA%9B%E7%BB%8F%E5%85%B8%E9%80%92%E5%BD%92%E8%BF%87%E7%A8%8B.md
10 暴力递归到动态规划Ⅰhttps://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/10%E6%9A%B4%E5%8A%9B%E9%80%92%E5%BD%92%E5%88%B0%E5%8A%A8%E6%80%81%E8%A7%84%E5%88%92%E2%85%A0.md
11 暴力递归到动态规划Ⅱhttps://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/11%E6%9A%B4%E5%8A%9B%E9%80%92%E5%BD%92%E5%88%B0%E5%8A%A8%E6%80%81%E8%A7%84%E5%88%92%E2%85%A1.md
12 单调栈结构https://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/12%E5%8D%95%E8%B0%83%E6%A0%88%E7%BB%93%E6%9E%84.md
13 滑动窗口https://github.com/spark0010/bigdata/blob/main/note/%E6%95%B0%E6%8D%AE%E7%BB%93%E6%9E%84%E4%B8%8E%E7%AE%97%E6%B3%95/13%E7%AA%97%E5%8F%A3%E5%86%85%E6%9C%80%E5%A4%A7%E5%80%BC%E6%88%96%E6%9C%80%E5%B0%8F%E5%80%BC%E7%9A%84%E6%9B%B4%E6%96%B0%E7%BB%93%E6%9E%84.md
https://github.com/spark0010/bigdata#算法面试2022
线性动态规划https://github.com/spark0010/bigdata/blob/main/note/%E7%AE%97%E6%B3%95%E9%9D%A2%E8%AF%952022/%E7%BA%BF%E6%80%A7%E5%8A%A8%E6%80%81%E8%A7%84%E5%88%92.md
背包问题https://github.com/spark0010/bigdata/blob/main/note/%E7%AE%97%E6%B3%95%E9%9D%A2%E8%AF%952022/%E8%83%8C%E5%8C%85%E9%97%AE%E9%A2%98.md
区间与树形DPhttps://github.com/spark0010/bigdata/blob/main/note/%E7%AE%97%E6%B3%95%E9%9D%A2%E8%AF%952022/%E5%8C%BA%E9%97%B4%E4%B8%8E%E6%A0%91%E5%BD%A2DP.md
字典树https://www.yuque.com/zishenhulianwangyinleren/prtlhm/etg5h9
https://github.com/spark0010/bigdata#项目实战用户画像
1 用户画像简介https://github.com/spark0010/bigdata/blob/main/note/user-profile/1%E7%94%A8%E6%88%B7%E7%94%BB%E5%83%8F%E7%AE%80%E4%BB%8B.md
2 数据标签体系https://github.com/spark0010/bigdata/blob/main/note/user-profile/2%E6%95%B0%E6%8D%AE%E6%A0%87%E7%AD%BE%E4%BD%93%E7%B3%BB.md
3 标签数据存储之Hive真实应用https://github.com/BigDataScholar/TheKingOfBigData/blob/master/note/%E5%AE%9E%E6%88%98%E9%A1%B9%E7%9B%AE/%5B%E7%94%A8%E6%88%B7%E7%94%BB%E5%83%8F%5D%E6%A0%87%E7%AD%BE%E6%95%B0%E6%8D%AE%E5%AD%98%E5%82%A8%E4%B9%8BHive%E7%9C%9F%E5%AE%9E%E5%BA%94%E7%94%A8.md
4 标签数据存储之MySQL真实应用https://github.com/BigDataScholar/TheKingOfBigData/blob/master/note/%E5%AE%9E%E6%88%98%E9%A1%B9%E7%9B%AE/%5B%E7%94%A8%E6%88%B7%E7%94%BB%E5%83%8F%5D%E6%A0%87%E7%AD%BE%E6%95%B0%E6%8D%AE%E5%AD%98%E5%82%A8%E4%B9%8BMySQL%E7%9C%9F%E5%AE%9E%E5%BA%94%E7%94%A8.md
5 标签数据存储之HBase真实应用https://github.com/BigDataScholar/TheKingOfBigData/blob/master/note/%E5%AE%9E%E6%88%98%E9%A1%B9%E7%9B%AE/%5B%E7%94%A8%E6%88%B7%E7%94%BB%E5%83%8F%5D%E6%A0%87%E7%AD%BE%E6%95%B0%E6%8D%AE%E5%AD%98%E5%82%A8%E4%B9%8BHBase%E7%9C%9F%E5%AE%9E%E5%BA%94%E7%94%A8.md
6 标签数据存储之Elasticsearch真实应用https://github.com/BigDataScholar/TheKingOfBigData/blob/master/note/%E5%AE%9E%E6%88%98%E9%A1%B9%E7%9B%AE/%5B%E7%94%A8%E6%88%B7%E7%94%BB%E5%83%8F%5D%E6%A0%87%E7%AD%BE%E6%95%B0%E6%8D%AE%E5%AD%98%E5%82%A8%E4%B9%8BElasticsearch%E7%9C%9F%E5%AE%9E%E5%BA%94%E7%94%A8.md
7 业务数据调研及ETLhttps://github.com/spark0010/bigdata/blob/main/note/user-profile/7%E4%B8%9A%E5%8A%A1%E6%95%B0%E6%8D%AE%E8%B0%83%E7%A0%94%E5%8F%8AETL.md
8 标签数据开发之统计类标签https://github.com/spark0010/bigdata/blob/main/note/user-profile/8%E6%A0%87%E7%AD%BE%E6%95%B0%E6%8D%AE%E5%BC%80%E5%8F%91%E4%B9%8B%E7%BB%9F%E8%AE%A1%E7%B1%BB%E6%A0%87%E7%AD%BE.md
9 一文带你硬核踏入机器学习的大门https://mp.weixin.qq.com/s/kArskQAx9Ay4Dd_rpX_HKA
10 RFM模型和KMeans聚类算法https://mp.weixin.qq.com/s/7Zwi0lvpQ4aNbZzb7NfP3g
11 基于RFM模型的挖掘型标签开发https://mp.weixin.qq.com/s/j47Gb2ePFojEY88Bz5pgcg
12 基于RFE模型的挖掘型标签开发https://mp.weixin.qq.com/s/gXGhe4Q9VaQcEaPHV1Ywfw
13 USG模型和决策树分类算法https://mp.weixin.qq.com/s/KazcV9ue8DtHDVAotQKvYA
https://github.com/spark0010/bigdata#项目实战实时数仓
1 实时数仓简介https://github.com/fengchi66/realtime-dw/blob/main/docs/0%E9%A1%B9%E7%9B%AE%E7%AE%80%E4%BB%8B.md
2 实时数仓架构https://github.com/fengchi66/realtime-dw/blob/main/docs/2%E5%AE%9E%E6%97%B6%E6%95%B0%E4%BB%93%E6%9E%B6%E6%9E%84.md
3 实时数仓分层设计https://github.com/fengchi66/realtime-dw/blob/main/docs/3%E5%AE%9E%E6%97%B6%E6%95%B0%E4%BB%93%E5%88%86%E5%B1%82%E8%AE%BE%E8%AE%A1.md
4 数据采集之业务数据采集https://github.com/fengchi66/realtime-dw/blob/main/docs/4%E4%B8%9A%E5%8A%A1%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86.md
5 数据采集之用户行为数据采集https://github.com/fengchi66/realtime-dw/blob/main/docs/5%E7%94%A8%E6%88%B7%E8%A1%8C%E4%B8%BA%E6%95%B0%E6%8D%AE%E9%87%87%E9%9B%86.md
6 业务数据DWD层https://github.com/fengchi66/realtime-dw/blob/main/docs/6%E4%B8%9A%E5%8A%A1%E6%95%B0%E6%8D%AEDWD%E5%B1%82.md
7 流量数据DWD层https://github.com/fengchi66/realtime-dw/blob/main/docs/7%E6%B5%81%E9%87%8F%E6%95%B0%E6%8D%AEDWD%E5%B1%82.md
8 实时数仓应用之实时指标https://github.com/fengchi66/realtime-dw/blob/main/docs/8%E5%AE%9E%E6%97%B6%E6%8C%87%E6%A0%87.md
9 实时数仓应用之实时OLAPhttps://github.com/fengchi66/realtime-dw/blob/main/docs/9%E5%AE%9E%E6%97%B6OLAP.md
10 实时数仓应用之实时标签、特征https://github.com/spark0010/bigdata/blob/main
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