10月不能錯過的這場開源大數據大會，有哪些亮點值得開發者關注？

{"type":"doc","content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"數據是 DT 時代新的“石油”，這句話，大家已經耳熟能詳。當數據成爲石油，其價值則依靠大數據技術的挖掘和變現。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"從網購、叫車、訂外賣到看電影，人們生活和工作諸多場景的背後都離不開大數據技術。經過十幾年的發展，它已經成爲互聯網企業的基礎設施。通過大數據技術，企業可以洞察用戶，發現新需求，找到增長點，同時基於大數據實現降本增效，並進行業務決策。因此，無論是業務發展，還是自身轉型，大數據技術能力對企業來說都很重要。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.geekbang.org\/infoq\/d3\/d3034e3944f9eeb4de28cbf1adcb886a.webp","alt":null,"title":null,"style":[{"key":"width","value":"75%"},{"key":"bordertype","value":"none"}],"href":null,"fromPaste":true,"pastePass":true}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"對傳統企業或成熟型企業來說，爲快速實現業務需求，“煙囪式開發”導致企業不同業務線，甚至同一業務線的不同應用之間，數據都是割裂的。割裂形成數據孤島，無法彰顯數據價值，不能驅動業務發展。這是它們的痛。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"對新興的創業型公司而言，開源大數據技術從 "},{"type":"link","attrs":{"href":"http:\/\/hadoop.apache.org\/","title":"xxx","type":null},"content":[{"type":"text","text":"Hadoop 生態"}]},{"type":"text","text":"“一枝獨秀”到現在的各種開源大數據技術“百花齊放”，如何選擇最適合自己的開源大數據技術，構建功能完整的數據平臺。這是它們的痛。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"針對上述問題，2021 WeDataSphere 社區大會·深圳分會場可能有你想知道的答案。這場活動面向開源大數據領域的開發者和用戶，邀請到開放原子開源基金會 TOC 主席堵俊平、WeDataSphere 社區發起人邸帥、天翼雲大數據平臺技術專家王小剛等嘉賓進行分享。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"本次分享既有對"},{"type":"text","marks":[{"type":"strong"}],"text":"開源大數據技術和工具發展趨勢的解讀"},{"type":"text","text":"，還有"},{"type":"link","attrs":{"href":"https:\/\/fintech.webank.com\/wedatasphere\/","title":"xxx","type":null},"content":[{"type":"text","text":"開源一站式大數據平臺套件 WeDataSphere"}]},{"type":"text","text":" "},{"type":"text","marks":[{"type":"strong"}],"text":"最佳實踐和優秀案例"},{"type":"text","text":"的分享，更有"},{"type":"text","marks":[{"type":"strong"}],"text":"如何基於開源項目構建企業級數據平臺"},{"type":"text","text":"的探討和交流。"}]},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"亮點一：開源大數據技術和工具發展趨勢"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"開放原子開源基金會 TOC 主席堵俊平將介紹開源大數據領域的技術、工具發展歷程和最新趨勢。通過這個演講，你將進一步瞭解大數據領域技術發展的現狀、新趨勢，洞察大數據技術的演進路徑。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"此外，WeDataSphere 社區發起人、計算中間件 Apache Linkis (Incubating) PPMC、微衆銀行大數據平臺負責人邸帥將分享 WeDataSphere 層次化模塊化高複用建設思路和開源歷程。通過這個演講，你不僅可以瞭解基於開源項目，構建企業級大數據平臺的思路，而且還將學習到如何以高複用方式構建數據平臺。"}]},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"亮點二：如何基於 WeDataSphere 等開源項目構建企業級大數據平臺"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"Apache Linkis 是 WeDataSphere 大數據平臺開源的計算中間件。微衆銀行大數據平臺工程師尹強將向大家分享基於 Linkis 實現上下層間真正解耦，助力構建一站式、金融級、全連通的 WeDataSphere 大數據平臺開發套件的生產實踐。通過這個分享，你將瞭解大數據平臺面臨的計算治理問題，同時，瞭解計算中間件的解決思路和開源社區方案的對比。此外，你還能瞭解 Linkis 如何助力和加速企業級大數據平臺的建設。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"隨着數據爆發式增長，數據分析工具對一個公司高效挖掘數據價值顯得越來越重要。微衆銀行大數據平臺工程師王和平將向大家介紹 WeDataSphere 數據分析工廠的建設和開源思路，闡述 WeDataSphere 數據分析工廠從數據流入 \/ 數據分析 \/ 數據可視化 \/ 數據質量等流程的建設思路、功能介紹和未來規劃。基於這個分享，你將瞭解開源數據分析工具的選型思路，學習數據分析工具的建設經驗以及知曉數據分析工具如何有效提升數據分析人員的效率。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"目前，各大金融機構積累了海量豐富的數據，對數據的管理和應用能力已經成爲核心競爭力之一。同時，大數據的發展帶來了企業對個人隱私信息的過度採集和使用問題，監管部門也對金融機構的數據治理提出更高要求。微衆銀行大數據平臺工程師周可將分享基於開源系統打造數據治理系統的實踐過程。通過分享，你將知曉數據治理面臨的挑戰和要解決的問題。同時，瞭解開源數據治理系統的選型思路，學習金融級大數據平臺數據治理系統的建設經驗。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"近年來，機器學習已經滲透到各行各業，而數據是機器學習模型開發的前提及關鍵，一個優秀的機器學習平臺往往需要與大數據平臺做好適配。微衆銀行大數據平臺工程師吳梓煜將分享 WeDataSphere 機器學習平臺的構建之路、如何利用雲原生技術構建一站式機器學習平臺和 WeDataSphere 如何打通大數據平臺與雲原生機器學習平臺。通過本次分享，你將學習開源相關的雲原生機器學習平臺技術選型，瞭解大數據平臺與雲機器學習平臺結合的痛點。"}]},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":"亮點三：最佳實踐與案例分享"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"安全是重中之重，大數據平臺計算組件多，治理繁雜。一直以來，天翼雲嘗試提升大數據平臺的安全性，解決計算治理的問題，後來選擇 WeDataSphere 開源組件進行相關工具建設，嘗試降低數據分析使用人員的學習成本，提高工作效率。天翼雲大數據平臺技術專家王小剛將分享 WeDataSphere 開源組件在天翼雲大數據平臺產品中的應用實踐。通過本次分享，你將瞭解如何解決公司計算組件多，治理繁雜問題，同時，全方位地保證大數據平臺的使用安全，以及如何提升一站式開發管理工具的用戶體驗，降低用戶學習使用成本。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"來自薩摩耶雲的數據業務部總監易小華將分享 WeDataSphere 在薩摩耶雲的應用，詳細闡述薩摩耶雲基於 WeDataSphere 研發的數據治理和用戶行爲分析模塊，以及 WeDataSphere 的應用效果和給業務帶來的價值。"}]},{"type":"heading","attrs":{"align":null,"level":4},"content":[{"type":"text","text":"亮點四：現場“0”距離分組交流探討"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"爲更好的利用難得的線下見面機會，更多的增加現場互動，我們專門設計了按會前提交的“"},{"type":"text","marks":[{"type":"strong"}],"text":"感興趣議題”，現場分組討論的環節"},{"type":"text","text":"。您可以與各位講師及同行，就自己最感興趣的話題，做現場充分交流探討，碰撞火花，激發靈感。"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"想了解更多分享乾貨？我們在 10 月 30 日的 2021 WeDataSphere 社區大會·深圳分會場等你！"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"image","attrs":{"src":"https:\/\/static001.geekbang.org\/infoq\/ee\/eef7fe9690e31d52f02524efcb365417.png","alt":null,"title":null,"style":[{"key":"width","value":"75%"},{"key":"bordertype","value":"none"}],"href":null,"fromPaste":true,"pastePass":true}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"strong"}],"text":"或點擊下方鏈接參與報名"}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":"https:\/\/www.infoq.cn\/event\/?id=205"}]}]}