Changes between Version 1 and Version 2 of III140503
- Timestamp:
- May 3, 2014, 2:55:33 PM (11 years ago)
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III140503
v1 v2 71 71 72 72 || 上午時段 || 課程內容 || 投影片 || 實作 || 補充資料 || 73 || 09:00~10:40 || 淺談海量資料的趨勢、挑戰與因應對策 || [raw-attachment:wiki:III140 322:part-1.pdf part-1] || || 1.關於 NoSQL 的選擇依據 - [cloud:wiki:NCHCCloudCourse100928#補充資料 YCSB] [[BR]] 2. [http://nosql-database.org/ NoSQL 的種類] [[BR]] 3. [http://www.infoq.com/news/2011/04/newsql NoSQL vs NewSQL] [[BR]] 4. [http://www.slideshare.net/jazzwang/13-0702-bigdatataiwansupplychainandcommunities Big Data 產業供應鏈與人才現況] [[BR]] 5. [http://www.meetup.com/Taiwan-useR-Group Taiwan 學習統計/機器學習的社群] ||73 || 09:00~10:40 || 淺談海量資料的趨勢、挑戰與因應對策 || [raw-attachment:wiki:III140503:part-1.pdf part-1] || || 1.關於 NoSQL 的選擇依據 - [cloud:wiki:NCHCCloudCourse100928#補充資料 YCSB] [[BR]] 2. [http://nosql-database.org/ NoSQL 的種類] [[BR]] 3. [http://www.infoq.com/news/2011/04/newsql NoSQL vs NewSQL] [[BR]] 4. [http://www.slideshare.net/jazzwang/13-0702-bigdatataiwansupplychainandcommunities Big Data 產業供應鏈與人才現況] [[BR]] 5. [http://www.meetup.com/Taiwan-useR-Group Taiwan 學習統計/機器學習的社群] || 74 74 || 10:40~10:50 || 中場休息 || || || || 75 || 10:50~12:00 || 處理海量資料的資訊架構與關鍵技術 || [raw-attachment:wiki:III140 322:part-2.pdf part-2] || || ||75 || 10:50~12:00 || 處理海量資料的資訊架構與關鍵技術 || [raw-attachment:wiki:III140503:part-2.pdf part-2] || || || 76 76 || 12:00~13:00 || 午餐、午休 || || || || 77 77 || 下午時段 || 課程內容 || 投影片 || 實作 || 補充資料 || 78 || 11:10~12:00 || 實作一:Hadoop 單機安裝 || || [wiki:III140 322/Lab1 實作一][[BR]][wiki:III140322/Lab2 實作二] || 1. [http://forum.hadoop.tw/viewtopic.php?p=40963#p40963 Hadoop 單機安裝(Ubuntu Linux)] ||79 || 13:00~14:20 || Hadoop 簡介:緣起與術語 || [raw-attachment:wiki:III140 322:part-3.pdf part-3] || || ||80 || 14:20~15:30 || HDFS 觀念與指令解說 || [raw-attachment:wiki:III140 322:part-4.pdf part-4] || || ||78 || 11:10~12:00 || 實作一:Hadoop 單機安裝 || || [wiki:III140503/Lab1 實作一][[BR]][wiki:III140503/Lab2 實作二] || 1. [http://forum.hadoop.tw/viewtopic.php?p=40963#p40963 Hadoop 單機安裝(Ubuntu Linux)] || 79 || 13:00~14:20 || Hadoop 簡介:緣起與術語 || [raw-attachment:wiki:III140503:part-3.pdf part-3] || || || 80 || 14:20~15:30 || HDFS 觀念與指令解說 || [raw-attachment:wiki:III140503:part-4.pdf part-4] || || || 81 81 || 15:30~15:40 || 中場休息 || || || || 82 || 15:40~17:00 || 實作二:HDFS 操作實務 || || [wiki:III140 322/Lab3 實作三][[BR]][wiki:III140322/Lab4 實作四] || ||82 || 15:40~17:00 || 實作二:HDFS 操作實務 || || [wiki:III140503/Lab3 實作三][[BR]][wiki:III140503/Lab4 實作四] || || 83 83 84 84 == '''2014-05-04(日)''' == 85 85 86 86 || 上午時段 || 課程內容 || 投影片 || 實作 || 補充資料 || 87 || 09:00~11:00 || MapReduce 簡介 || [raw-attachment:wiki:III140 322:part-5.pdf part-5] || || 1. [wiki:III140322#參考資料 三種 Big Data 應用特性 vs 三種技術] [[BR]] 2. [http://hadoop.apache.org/docs/current/api/org/apache/hadoop/mapred/lib/ChainMapper.html ChainMapper], [http://hadoop.apache.org/docs/current/api/org/apache/hadoop/mapred/lib/ChainReducer.html ChainReducer] [[BR]] ||87 || 09:00~11:00 || MapReduce 簡介 || [raw-attachment:wiki:III140503:part-5.pdf part-5] || || 1. [wiki:III140503#參考資料 三種 Big Data 應用特性 vs 三種技術] [[BR]] 2. [http://hadoop.apache.org/docs/current/api/org/apache/hadoop/mapred/lib/ChainMapper.html ChainMapper], [http://hadoop.apache.org/docs/current/api/org/apache/hadoop/mapred/lib/ChainReducer.html ChainReducer] [[BR]] || 88 88 || 11:00~11:10 || 中場休息 || || || || 89 || 11:10~12:10 || 實作三:MapReduce 範例操作 || || [wiki:III140 322/Lab5 實作五][[BR]][wiki:III140322/Lab6 實作六] || 1. [raw-attachment:wiki:jazz/12-05-04:12-05-04_DRBL-Hadoop-Bioinfomatics.pdf 叢集安裝與MapReduce除錯] ||89 || 11:10~12:10 || 實作三:MapReduce 範例操作 || || [wiki:III140503/Lab5 實作五][[BR]][wiki:III140503/Lab6 實作六] || 1. [raw-attachment:wiki:jazz/12-05-04:12-05-04_DRBL-Hadoop-Bioinfomatics.pdf 叢集安裝與MapReduce除錯] || 90 90 || 下午時段 || 課程內容 || 投影片 || 實作 || 補充資料 || 91 91 || 13:10~13:40 || Hadoop 範例程式 WordCount 與觀念講解 || [https://raw.github.com/apache/hadoop/trunk/src/examples/org/apache/hadoop/examples/WordCount.java 程式碼] || || || 92 || 13:40~14:00 || Hadoop 相關專案(1) Hadoop Streaming || [raw-attachment:wiki:III140 322:part-7.pdf part-7] || || ||93 || 14:00~14:25 || 實作五:Hadoop Streaming 操作練習 || || [wiki:III140 322/Lab9 實作九][[BR]][wiki:III140322/Lab10 實作十] || ||92 || 13:40~14:00 || Hadoop 相關專案(1) Hadoop Streaming || [raw-attachment:wiki:III140503:part-7.pdf part-7] || || || 93 || 14:00~14:25 || 實作五:Hadoop Streaming 操作練習 || || [wiki:III140503/Lab9 實作九][[BR]][wiki:III140503/Lab10 實作十] || || 94 94 || 14:25~14:35 || 中場休息 || || || || 95 || 14:35~15:00 || Hadoop 叢集安裝設定解說 || [raw-attachment:wiki:III140 322:part-6.pdf part-6] || || ||96 || 15:00~15:30 || Hadoop 相關專案(2) - Pig || [raw-attachment:wiki:III140 322:part-8.pdf part-8] || || 1.[http://stackoverflow.com/questions/10942739/a-way-to-read-table-data-from-mysql-to-pig 將 Pig 運算結果透過 DBStorage 存到 MySQL 資料庫] [[BR]] 2. [http://sublogical.blogspot.tw/2011/10/cross-posted-from-my-company-blog-post.html 將 Pig 運算結果透過 HBaseStorage 存到 HBase 資料庫] ||97 || 15:30~16:00 || 實作六:Pig Latin 操作練習 || || [wiki:III140 322/Lab11 實作十一] || ||95 || 14:35~15:00 || Hadoop 叢集安裝設定解說 || [raw-attachment:wiki:III140503:part-6.pdf part-6] || || || 96 || 15:00~15:30 || Hadoop 相關專案(2) - Pig || [raw-attachment:wiki:III140503:part-8.pdf part-8] || || 1.[http://stackoverflow.com/questions/10942739/a-way-to-read-table-data-from-mysql-to-pig 將 Pig 運算結果透過 DBStorage 存到 MySQL 資料庫] [[BR]] 2. [http://sublogical.blogspot.tw/2011/10/cross-posted-from-my-company-blog-post.html 將 Pig 運算結果透過 HBaseStorage 存到 HBase 資料庫] || 97 || 15:30~16:00 || 實作六:Pig Latin 操作練習 || || [wiki:III140503/Lab11 實作十一] || || 98 98 || 16:00~16:10 || 中場休息 || || || || 99 || 16:10~17:00 || HBase 操作觀察 || [raw-attachment:wiki:III140 322:part-7.pdf part-7] || [wiki:III140322/Lab12 實作十二] || ||99 || 16:10~17:00 || HBase 操作觀察 || [raw-attachment:wiki:III140503:part-7.pdf part-7] || [wiki:III140503/Lab12 實作十二] || || 100 100 || || || || || 101 || || 實作四:Hadoop 程式編譯實務 || || [wiki:III140 322/Lab7 實作七][[BR]][wiki:III140322/Lab8 實作八] || ||101 || || 實作四:Hadoop 程式編譯實務 || || [wiki:III140503/Lab7 實作七][[BR]][wiki:III140503/Lab8 實作八] || || 102 102 103 103 = 參考書目 =