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0710392-大數(shù)據(jù)治理與服務(wù)-3學(xué)分

發(fā)布時(shí)間:2025-03-27瀏覽次數(shù):

課程基本信息(Course Information)


開課學(xué)院(School)

管理科學(xué)與工程學(xué)院

課程代碼(Course Code)

0710392

課程名稱
(Course Name)

大數(shù)據(jù)治理與服務(wù)


Big Data Governance and Services

學(xué)分(Credits)

3

學(xué)時(shí)(Credit Hours)

48

學(xué)時(shí)分配

理論教學(xué) 32 學(xué)時(shí);實(shí)驗(yàn) 0 學(xué)時(shí);實(shí)踐 12 學(xué)時(shí);線上 0 學(xué)時(shí)

授課對象(Audience)

大數(shù)據(jù)管理與應(yīng)用專業(yè)

授課語言(Language)

全漢語

先修課程

(Prerequisite)

授課教師(Instructor)

魏璐

課程網(wǎng)址

(Course Webpage)

課程類型(Type)

理論課、實(shí)踐課

課程歸屬(Category)

專業(yè)進(jìn)階課


課程簡介(Description)


大數(shù)據(jù)治理與服務(wù)課程旨在培養(yǎng)學(xué)生在大數(shù)據(jù)環(huán)境下的治理與服務(wù)能力,幫助他們應(yīng)對數(shù)據(jù)管理和分析的復(fù)雜挑戰(zhàn)。該課程在大數(shù)據(jù)技術(shù)迅猛發(fā)展的背景下設(shè)立,致力于培養(yǎng)學(xué)生的系統(tǒng)思維和實(shí)踐能力,使其能夠在實(shí)際工作中有效管理和利用大數(shù)據(jù)資源。課程重點(diǎn)在于引導(dǎo)學(xué)生理解大數(shù)據(jù)治理的基本原理和框架,掌握數(shù)據(jù)質(zhì)量管理、數(shù)據(jù)隱私保護(hù)、數(shù)據(jù)生命周期管理等核心技術(shù)和方法。通過學(xué)習(xí),學(xué)生將熟悉大數(shù)據(jù)治理的關(guān)鍵環(huán)節(jié),包括數(shù)據(jù)獲取、存儲、處理、分析和應(yīng)用,了解大數(shù)據(jù)治理的最佳實(shí)踐和前沿發(fā)展。此外,課程強(qiáng)調(diào)理論與實(shí)際應(yīng)用相結(jié)合,學(xué)生將在案例分析和項(xiàng)目實(shí)踐中鍛煉實(shí)際操作能力,學(xué)習(xí)如何在復(fù)雜的數(shù)據(jù)環(huán)境中做出科學(xué)決策。課程還涉及大數(shù)據(jù)平臺的建設(shè)和大數(shù)據(jù)技術(shù)的應(yīng)用,使學(xué)生具備解決實(shí)際業(yè)務(wù)問題的能力。通過該課程的學(xué)習(xí),學(xué)生將能夠理解大數(shù)據(jù)治理的戰(zhàn)略意義,掌握大數(shù)據(jù)治理的技術(shù)和方法,提升在大數(shù)據(jù)時(shí)代的競爭力,為未來的職業(yè)發(fā)展打下堅(jiān)實(shí)的基礎(chǔ)。

The course on Big Data Governance and Services aims to equip students with the ability to manage and utilize big data in complex environments, addressing the challenges of data management and analysis. Set against the backdrop of rapid advancements in big data technology, this course focuses on developing students' systematic thinking and practical skills, enabling them to effectively manage and leverage big data resources in real-world scenarios. The course emphasizes understanding the fundamental principles and frameworks of big data governance, mastering core technologies and methods for data quality management, data privacy protection, and data lifecycle management. Through this course, students will become familiar with the key aspects of big data governance, including data acquisition, storage, processing, analysis, and application, and will learn about best practices and cutting-edge developments in the field. Additionally, the course integrates theoretical knowledge with practical application, allowing students to hone their operational skills through case studies and project practice. They will learn how to make informed decisions in complex data environments. The course also covers the construction of big data platforms and the application of big data technologies, equipping students with the ability to address real business problems. By the end of the course, students will understand the strategic significance of big data governance, master the associated technologies and methods, and enhance their competitiveness in the era of big data, laying a solid foundation for their future career development.


課程目標(biāo)(Course Objectives)


大數(shù)據(jù)治理與服務(wù)課程旨在培養(yǎng)學(xué)生在大數(shù)據(jù)環(huán)境中的系統(tǒng)思維和實(shí)際操作能力,幫助他們在數(shù)據(jù)管理和分析方面應(yīng)對復(fù)雜挑戰(zhàn)。學(xué)生將系統(tǒng)學(xué)習(xí)大數(shù)據(jù)治理的基本概念、框架和策略,理解其在現(xiàn)代信息化社會中的重要性和應(yīng)用場景。課程重點(diǎn)講解數(shù)據(jù)質(zhì)量管理、數(shù)據(jù)隱私保護(hù)、數(shù)據(jù)生命周期管理等核心技術(shù)和方法,確保學(xué)生能夠在實(shí)際工作中有效地應(yīng)用這些知識。通過案例分析和項(xiàng)目實(shí)踐,學(xué)生將有機(jī)會在真實(shí)場景中應(yīng)用所學(xué)知識,鍛煉解決實(shí)際問題的能力。這些實(shí)踐環(huán)節(jié)將幫助學(xué)生理解理論與實(shí)際操作之間的聯(lián)系,并提升他們的技術(shù)應(yīng)用能力。同時(shí),學(xué)生將學(xué)習(xí)如何在復(fù)雜的數(shù)據(jù)環(huán)境中進(jìn)行科學(xué)決策,掌握數(shù)據(jù)分析與應(yīng)用的方法,提升在大數(shù)據(jù)項(xiàng)目中的決策能力。課程還介紹大數(shù)據(jù)平臺的構(gòu)建方法和應(yīng)用案例,使學(xué)生具備設(shè)計(jì)和管理大數(shù)據(jù)平臺的能力,能夠在未來的工作中應(yīng)用這些平臺技術(shù)解決業(yè)務(wù)問題。通過本課程的學(xué)習(xí),學(xué)生將全面了解大數(shù)據(jù)治理的各個(gè)環(huán)節(jié),掌握關(guān)鍵技術(shù)和方法,提升在大數(shù)據(jù)時(shí)代的競爭力,為未來的職業(yè)發(fā)展打下堅(jiān)實(shí)的基礎(chǔ)。課程目標(biāo)強(qiáng)調(diào)理論與實(shí)踐結(jié)合,旨在培養(yǎng)具備綜合能力的大數(shù)據(jù)治理專業(yè)人才



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