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大數據技術與應用

一、專業名稱

大數據技術與應用專業(專業代碼:610215)

二、專業簡介

近幾年來,互聯網行業發展風起云涌,而移動互聯網、電子商務、物聯網以及社交媒體的快速發展更促使我們快速進入了大數據時代。截止到目前,人們日常生活中的數據量已經從TB(1024GB=1TB)級別一躍升到PB(1024TB=1PB)、EB(1024PB=1EB)乃至ZB(1024EB=1ZB)級別,數據將逐漸成為重要的生產因素,人們對于海量數據的運用將預示著新一波生產率增長和消費者盈余浪潮的到來。大數據時代,專業的大數據人才必將成為人才市場上的香餑餑。當下,大數據從業人員的兩個主要趨勢是:1、大數據領域從業人員的薪資將繼續增長;2、大數據人才供不應求。
大數據技術與應用專業是新興的“互聯網+”專業,大數據技術與應用專業將大數據分析挖掘與處理、移動開發與架構、人軟件開發、云計算等前沿技術相結合,并引入企業真實項目演練,依托產學界的雄厚師資,旨在培養適應新形勢,具有最新思維和技能的“高層次、實用型、國際化”的復合型大數據專業人才。

三、招生對象

普通高中畢業生/中等職業學校畢業生

四、學制與學歷

學制:全日制三年
學歷:專科

五、培養目標

專業培養擅長大數據分析、懂得將數據與業務更好結合、達到應用目的的實用型高端人才。畢業生品格健全,具有科學的人文精神、創新創業精神和良好的職業道德精神。全面掌握大數據方向的一些基本理論和技術,熟練掌握大數據采集、存儲、處理與分析、傳輸和應用技術,同時能以所學的知識與技能分析和解決實際問題。
畢業以后能夠承擔政府、電力、教育、證券、金融、稅務、電子商務、信息產業以及其他國民經濟部門的大數據分析、數據庫管理與維護、大數據應用、商業智能以及系統研發等工作。

六、培養要求

1.知識要求
模塊名稱 教學內容
專業公共模塊 基本素質模塊 入學教育與軍訓、思政基礎、思政概論、形勢與政策、大學體育、大學英語、計算機應用、經濟數學、大學語文、心理健康教育、職業生涯與發展規劃、就業指導、安全教育
職業技術基礎模塊 程序設計基礎、網頁設計、WEB前端開發、MySQL數據庫、Java核心技術、統計學原理、大數據導論、絡互聯技術、Linux基礎、UI交互設計
專業方向模塊 職業專項技術模塊 Hadoop大數據平臺、大數據開發技術、網絡爬蟲與數據收集、數據可視化技術、大數據分析技術、網
Excel統計分析、大數據挖掘與建模
職業專項技能模塊 軟件設計基礎綜合實訓、Java核心技術實訓、電商大數據分析項目實訓、網絡爬蟲與數據收集開發實訓、技能抽查項目實訓、項目企業實訓、畢業教育-商務禮儀實訓、畢業教育-面試指導實訓、畢業教育-企業文化實訓、企業準職業人培訓。
2.能力要求
專業能力 具有設計、開發、測試和部署Web應用的能力。
具有操作和使用大數據相關系統的能力,包括Hadoop、HBase、Hive、Spark,阿里云大數據平臺等;
具有使用ETL工具對數據進行預處理的能力
具有保障質量的完成數據分析項目的能力
具有合理有效的設計數據可視化展示系統的能力
具有根據企業行業場景,設計方案,完成數據清洗,數據編程,數據分析,效果評估的能力
社會能力 工程實踐能力:人員管理、時間管理、技術管理、流程管理等能力
具有較強的語言應用與交際能力
具有較強的自學能力與知識遷移能力
3.素質要求
(1)基本素質,主要包括:
政治素質:信仰馬列主義、毛澤東思想和鄧小平理論,有中國特色社會主義理想。
思想品德:愛祖國、愛人民、遵紀守法、文明禮貌、行為規范。
文化素質:具有一定的文化藝術素養。
身心素質:身心健康,具有良好的體能。
(2)職業素質,主要包括:
質量意識:具有質量意識、產品競爭意識。
工程意識:工作要系統化、規范化、模塊化。
團隊精神:具有團隊精神、協調工作能力,組織管理能力,全局觀點。
創新精神:具有創新、創業精神,開拓與發展新技術、新項目精神。
職業道德意識:遵守電子行業的社會道德規范與法規,保守公司的技術秘密和商業秘密,不侵犯他人的知識產權。

七、課程描述

學期 課程體系模塊 模塊能力培養目標 對應課程 對應崗位
第1學期 基礎模塊 重點培養入學新生對專業的認識
基礎程序設計的能力
靜態網頁設計能力
程序設計基礎
網頁設計
程序設計基礎實訓
第2學期 大數據開發基礎模塊 重點培養學生的程序設計基礎與開發能力 WEB前端開發 大數據助理工程師
MySQL數據庫
Java核心技術
Java核心技術實訓
第3學期 大數據處理模塊 重點培養學生能夠在大數據平臺上進行大數據開發 統計學原理 大數據助理工程師、大數據處理工程師
大數據導論
Hadoop大數據平臺
大數據開發技術
電商大數據項目實訓
網絡技術 學習處理網絡技術能力 網絡互聯技術
Linux基礎
第4學期 大數據開發模塊 重點培養學生大數據開發能力,學生能夠根據收集的大數據進行大數據開發,以及學習如何快速數據可視化。 網絡爬蟲與數據收集 大數據應用開發工程師
Excel統計分析
數據可視化技術
網絡爬蟲與數據收集開發實訓
第5學期 大數據分析模塊、企業綜合實訓模塊 重點培養學生的項目實踐能力,了解企業環境,熟悉企業運用大數據的過程。 大數據挖掘與建模 大數據分析工程
大數據分析技術
技能抽查項目實訓
大數據企業級項目實訓
畢業教育
第6學期 畢業教育模塊 為學生就業前做準備,培養學生獨立完整工作任務的能力,就業前的個人素養提升。 畢業實習
畢業論文(設計)  
 
 
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