隨著大數(shù)據(jù)概念的興起,大數(shù)據(jù)產(chǎn)業(yè)規(guī)模不斷擴(kuò)張,據(jù)預(yù)測(cè),到2025年我國(guó)大數(shù)據(jù)產(chǎn)業(yè)規(guī)模將達(dá)到1.9萬(wàn)億元,2025年前大數(shù)據(jù)人才需求量仍保持著30%-40%的增速,總量將達(dá)到2000萬(wàn)人左右,這也意味著數(shù)據(jù)科學(xué)專業(yè)將成為最具潛力的學(xué)科,為此渥太華大學(xué)就開(kāi)設(shè)了應(yīng)用數(shù)據(jù)科學(xué)碩士專業(yè),下面,就隨小編來(lái)看看吧,希望對(duì)大家有所幫助:
Master of Digital Transformation and Innovation with Concentration in Applied Data Science
應(yīng)用數(shù)據(jù)科學(xué)是一個(gè)多學(xué)科的研究生課程,致力于行業(yè)相關(guān)性和道德規(guī)范。在該項(xiàng)目中,學(xué)生將:
發(fā)展并展示與數(shù)據(jù)相關(guān)的多學(xué)科專業(yè)知識(shí)進(jìn)行溝通和整合的能力。
利用當(dāng)前和新興的工具、技術(shù)和技術(shù),發(fā)展和展示領(lǐng)導(dǎo)、設(shè)計(jì)和創(chuàng)造數(shù)據(jù)驅(qū)動(dòng)的轉(zhuǎn)型和創(chuàng)新的能力。
掌握數(shù)據(jù)清理、數(shù)據(jù)質(zhì)量、數(shù)據(jù)分析和機(jī)器學(xué)習(xí)等技能,將數(shù)據(jù)科學(xué)方法應(yīng)用到涉及數(shù)字轉(zhuǎn)型和創(chuàng)新的實(shí)際問(wèn)題中。
培養(yǎng)和展示評(píng)估、測(cè)試和研究數(shù)據(jù)科學(xué)創(chuàng)新的能力,并圍繞倫理、公平、多樣性、業(yè)務(wù)影響和社會(huì)影響敏感和意識(shí)。
課程設(shè)置:
必修課
DTI 5125 Data Science Applications
DTI 5126 Fundamentals for Applied Data Science
DTI 7101 Research Workshop in Digital Transf. and Innovation
CMN 5115 Communication Ethics
DTI 5310 Ethics for Design, AI, and Robotics
ISI 5310 Ethics, Values and Information Dilemmas
研究項(xiàng)目
DTI 5902 Industry Internship Project
DTI 6997 Research project
應(yīng)用數(shù)據(jù)科學(xué)課程
ADM 6277 E-Business Energy Management
ADM 6287 Business Intelligence Technologies and Big Data Analytics for DTI
ADM 6420 Digital Marketing
CSI 5115 Database Analysis and Design
CSI 5180 Topics in Artificial Intelligence
CSI 5311 Distributed Databases and Transaction Processing
CSI 5386 Natural Language Processing
DTI 6302 Topics in Applied Data Science
DTI 6303 Topics in Applied Data Science
DTI 6230 Business Process Management and Performance Measurement
ELG 5142 Ubiquitous Sensing for Smart Cities
GNG 5121 Taguchi methods for efficient Engineering RD
GNG 5122 Operational Excellence and Lean Six Sigma
GNG 5123 Enterprise Architecture
ISI 6322 Digital Preservation
ISI 6332 Metadata and Taxonomies
ISI 6343 Digital Asset Management Technologies
ISI 6351 Social Media
基礎(chǔ)課程
管理方向
DTI 5124 Internet Technologies and Mobile Commerce
DTI 6130 Web Services
DTI 6260 Integrated Networks for the Enterprise
MGT 6160 Systems of Innovation
技術(shù)方向
DTI 5175 Mobile Commerce Technologies
DTI 5389 Electronic Commerce Technologies
創(chuàng)意藝術(shù)與人文學(xué)科方向
ISI 6342 Web Architecture and Technologies
選修課
管理方向
ADM 6260 Project Management I
ADM 6261 Project Management II
ADM 6276 Enterprise Resource Planning Systems Management
ADM 6277 E-Business Energy Management
ADM 6279 Socio-Technical Change
ADM 6286 International E-Business Strategies for DTI
ADM 6420 Digital Marketing
DTI 5124 Internet Technologies and Mobile Commerce
DTI 5125 Data Science Applications
DTI 5126 Fundamentals for Applied Data Science
DTI 5990 Directed Readings I
DTI 5991 Directed Readings II
DTI 6105 Design Thinking
DTI 6130 Web Services
DTI 6160 Cyber Security Systems and Strategies
DTI 6180 Strategic Knowledge Management
DTI 6220 Data Analytics and Business Intelligence
DTI 6230 Business Process Management and Performance Measurement
DTI 6240 Mobile Commerce
DTI 6260 Integrated Networks for the Enterprise
DTI 6300 Topics in Digital Transformation and Innovation
DTI 6301 Topics in Digital Transformation and Innovation
DTI 6302 Topics in Applied Data Science
DTI 6303 Topics in Applied Data Science
DTI 6304 Topics in User Experience Design
DTI 6305 Topics in User Experience Design
MBA 5270 Knowledge and Information Management
MBA 6220 Managing Customer Relations and the Sales Process
MGT 6111 Venture Capital and Private Equity
MGT 6160 Systems of Innovation
MHA 6271 Application of Information Technology in Health Care
POP 8950 Special Topics in Population Health
技術(shù)方向
ADM 6287 Business Intelligence Technologies and Big Data Analytics for DTI
CSI 5105 Network Security and Cryptography
CSI 5111 Software Quality Engineering
CSI 5112 Software Engineering
CSI 5115 Database Analysis and Design
CSI 5118 Automated Verification and Validation of Software
CSI 5122 Software Usability
CSI 5180 Topics in Artificial Intelligence
CSI 5311 Distributed Databases and Transaction Processing
CSI 5386 Natural Language Processing
DTI 5175 Mobile Commerce Technologies
DTI 5380 Systems and Architectures for Electronic Commerce
DTI 5389 Electronic Commerce Technologies
DTI 6402 Affective and Persuasive Computing
ELG 5121 Multimedia Communications
ELG 5142 Ubiquitous Sensing for Smart Cities
ELG 5373 Data Encryption
GNG 5100 Introduction to Engineering Management
GNG 5120 Technology entrepreneurship for Engineers and Computer Scientists
GNG 5121 Taguchi methods for efficient Engineering RD
GNG 5122 Operational Excellence and Lean Six Sigma
GNG 5123 Enterprise Architecture
GNG 5130 Communication and Influence for Engineers
GNG 5131 Sales and Influence for Engineers
GNG 5231 Sales Engineer Internship Project
GNG 5300 Topics in Engineering
GNG 5301 Professional Development Workshops
GNG 5310 Topics in Industry Practice
GNG 5140 Engineering Design
GNG 5141 Creativity and Innovation
創(chuàng)意藝術(shù)與人文學(xué)科方向
AHL 5300 Creativity and Innovation
CMN 5110 Social History of Communication Technologies
CMN 5140 Communication, Globalization and Change
CMN 5150 Knowledge Management
CMN 5900 Directed Studies in Communication
DTI 6102 User Experience Principles and Practices
DTI 6103 User Research
DTI 6104 Interaction Design
DTI 7103 Visual Literacy and User Experience Design Principles
ISI 6300 Special Topics in Information Studies
ISI 6312 Global Information and Communications Policy
ISI 6322 Digital Preservation
ISI 6332 Metadata and Taxonomies
ISI 6342 Web Architecture and Technologies
ISI 6343 Digital Asset Management Technologies
ISI 6351 Social Media
ISI 6353 Access and Services to Diverse Populations
ISI 6381 Knowledge in Organizations
申請(qǐng)條件:
具有相關(guān)學(xué)科的專業(yè)或?qū)I(yè)(或同等學(xué)歷)學(xué)士學(xué)位,平均錄取成績(jī)不低于75% (B+)。
已修完一門統(tǒng)計(jì)學(xué)課程;管理信息系統(tǒng)或計(jì)算機(jī)方面的課程;兩門高級(jí)課程,顯示在三個(gè)學(xué)科中的一個(gè):創(chuàng)意藝術(shù)和人文(在線多媒體或通信);管理(數(shù)字化轉(zhuǎn)型管理或戰(zhàn)略);技術(shù)(在線應(yīng)用程序開(kāi)發(fā)或數(shù)據(jù)科學(xué))。
110.00美元($ CDN退還的)
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語(yǔ)言要求:
托福筆試成績(jī)不低于600分,筆試成績(jī)不低于50分,口語(yǔ)成績(jī)不低于50分,網(wǎng)絡(luò)成績(jī)不低于100分。
雅思四門考試中有三門考試的最低成績(jī)?yōu)?分(閱讀、聽(tīng)力、寫作、口語(yǔ)),第四門考試的最低成績(jī)?yōu)?分。
CANTEST成績(jī)不低于14分,單項(xiàng)成績(jī)不低于4.0分,口試成績(jī)不低于4.5分。
綜上所述,以上講的就是關(guān)于渥太華大學(xué)應(yīng)用數(shù)據(jù)科學(xué)碩士專業(yè)的相關(guān)問(wèn)題介紹,希望能給各位赴加拿大留學(xué)的學(xué)子們指點(diǎn)迷津。近年來(lái),赴加拿大留學(xué)一直是廣大學(xué)生最熱門的話題,同時(shí),很多學(xué)生對(duì)于簽證的辦理、院校的選擇、就業(yè)的前景、學(xué)習(xí)的費(fèi)用等諸多問(wèn)題困擾不斷,別擔(dān)心,IDP留學(xué)專家可以為你排憂解難,同時(shí),更多關(guān)于赴加拿大留學(xué)的相關(guān)資訊在等著你,絕對(duì)讓你“瀏覽”忘返。在此,衷心祝愿各位學(xué)子們能夠順利奔赴自己心目中理想的學(xué)校并且學(xué)業(yè)有成!
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