data science and artificial intelligence ntu requirements

What is Data Science? outline the roles and requirements of artificial intelligence in practical applications, 6. discuss and explain fundamentals of state space search and reinforcement learning. 1-Oct-2020. The total number of AU required in … Introduction; Chair's Message; Leadership; Faculty; Our People; Job Openings; SBS Safety; Programmes. From natural science, through the business, finance and retail sectors to social networking and mobile devices, computer-based systems now generate huge volumes of data almost continuously. No. Research Topics; Biosciences Research Centre (BRC) Store and IT; … The School of MAE and NTU are not liable or responsible for any errors or omissions in the contents of these web pages. Published on: 28-Apr-2017 Those without knowledge of computer programming could soon design their own games and applications using a new edutainment software being developed by Nanyang Technological University, Singapore (NTU Singapore). ** Students will be allowed to read online GER-Core courses during PI. Credits that are transferred to NTU are NOT counted towards the minimum AU of graded courses; The total AU from graded courses that a student has earned to-date is … Final Year Project is 8 AUs spread over 2 semesters.. 1-Oct-2020, Message from Assistant Chair (Alumni and Development), Will be completed in Semester 2 + Special Term 1, Aerospace Materials & Manufacturing Processes, Introduction to Data Science and Artificial Intelligence^, Systems Thinking and Systems Engineering, MA2009^ Introduction to Electrical Circuits & Electronic Devices. The programme provided me a deeper understanding of Computer Science and ML/AI. Examples include AI-driven algorithmic trading and stock recommendation systems in … AU is a measure of the student’s work-load associated with both class attendance and preparation. B Sc Data Science and Artificial Intelligence; New Programme in 2018 . If there are differences between these web pages and the official documents, the information contained in the official documents shall prevail. – The core problems and solutions. The awards are … In the history of artificial intelligence, an AI winter is a period of reduced funding and interest in artificial intelligence research. Last modified on As users input their ideas … Major PE provide more in-depth knowledge. either Physics, Chemistry, Biology or Computing. Applicants should have a good grade in Mathematics AND a good grade in Physics/Chemistry/Biology at the Senior High School Level, equivalent to the Singapore-Cambridge GCE A-Level or International Baccalaureate. NTU launches research centre for big data analytics and Artificial Intelligence. Data Analytic Thinking. The rapid emergence of ‘Big Data’ brings challenges: there is now an urgent need for graduates skilled in the sophisticated mathematical and computational techniques required for large-scale data … Disclaimer • Part-time programme enables me to work full time to get income for my tuition fees and living expenses. Under no circumstances shall the School of MAE and NTU be liable to you or any other person for any direct, indirect, special, incidental or consequential damages arising from your access to, or use of, these web pages. BSc (Hons) in Data Science and Artificial Intelligence For information about this programme, please click here. Are There Any Opportunities For Global Exposure? Course Title Introduction to Data Science and Artificial Intelligence Pre-requisites MA1008 Introduction to Computational Thinking OR FE1008 Computing OR CY1402 Computing Pre-requisite for Nil No of AUs 3 Contact Hours LECTURES /LAMS/TEL (Online Videos and Resources) 13 EXAMPLE CLASSES (Hands-on Sessions and Seminars) 26 Proposal Date th27 December … Reg. Fees 2021/22 entry UK fees per year: £10,950 full-time. Please see the following extract: The Professional Engineers Board registers professional engineers in the branches of civil, electrical mechanical and chemical engineering. Reg. Data Science & Artificial Intelligence Programme Refer to Computer Science Programme More details on programme refer to www.scse.ntu.edu.sg Bachelor of Science (Data Science and Artificial Intelligence) SCSE has prominently established itself in a few key areas of research, such as Artificial Intelligence, Big Data Analytics, Cyber Security, Cloud Computing, Game … ASIAN SCHOOL OF THE ENVIRONMENT. 13-May-2019, either Physics, Chemistry, Biology or Computing, Admission Requirements for Bachelor of Science Programmes, try or Biology and a H1 Level pass in Physics*, Last modified on The School may discontinue or change the courses at any time without prior notice. Undergraduate Programmes; Graduate Programmes (By Research) Graduate Programmes (By Coursework) Research. Extracting Intelligence from Data – … Page 1 of 10 11 August 2020 Annex A COURSE CONTENT Academic Year AY2019/20 Semester 1 Author(s) Associate Prof Wang Zhiwei (WangZhiwei@ntu.edu.sg) Course Code CV0003 Course Title Introduction to Data Science and Artificial Intelligence Pre-requisites CV1014 Introduction to Computation Thinking Pre-requisite for Nil No of AUs 3 Contact Hours LECTURES Data Protection and Privacy A person applying for registration as a professional engineer to the Professional Engineers Board is required to hold an approved degree or qualification listed in the, Further details on Professional Engineer registration from PEB can be found, courses and the list of offered courses are in OAS website, Last modified on These courses provide the required grounding in the broad areas of humanities, business, liberal studies and technological knowledge to better prepare our graduates for the new economy in the 21st century.B.Eng (Aerospace) Direct-Entry students have 3 AUs of GER-PE to be selected from three categories: More information on GER-PE courses and the list of offered courses are in OAS website. Specialisation is optional. Data Protection and Privacy The field has experienced several hype cycles, followed by disappointment and criticism, followed by funding cuts, followed by renewed interest years or decades later. ... Curriculum requirements for your degree programme; Minimum candidature period; Minimum AU of graded courses . Review Bsc data science and artificial intelligence in Nanyang technological university for admission requirements, course duration , tuition fees, career options and deadlines. Necessary software is provided free-of-charge to students for the duration of the course. A Major PE may be cancelled when there is an insufficient … Programme Requirements; AY2019/2020 Intake; AY2019/2020 Intake Academic Unit Requirement for Graduation. Mathematical Sciences / Mathematical Sciences with Minor in Finance: Good H2/HL/A Level or … PROGRAMMES ... Data Science and Artificial Intelligence Good H2/HL/A Level or equivalent pass in Mathematics and. The Artificial Intelligence specialisation trains computing professionals in advanced principles, algorithms, and applications in AI. Data-Analytic Thinking . Click here for other versions of the curriculum. OG Distinguished Undergraduate Student Award (DUSA), Singapore National Academy of Science (SNAS) Award, H1 Level pass in Mathematics and H2 Level pass in either Physics, Chemistry, Biology, Economics or Computing, Double Major in Environmental Earth Systems Science and Public Policy and Global Affairs, Good in either General Paper, Knowledge & Inquiry, H1 Level History, English Literature or Geography (For ESPP only), At least H1/SL or equivalent pas in Mathematics and a good H2/HL or, Biological Sciences with a Second Major in Food Science and Technology, At least H2 or equivalent pass in Mathematics and a H2 Level or equivalent pass in Physics, Chemistry or Biology, Biological Sciences with Second Major in Biomedical Materials, At least H2/HL or equivalent pass in Mathematics and a H2/HL Level or equivalent pas, At least H1/SL or equivalent pass in Mathematics, and a good H2/HL/A Level or equivalent pass in Physics, Chemistry or Biology, PLUS at least an O Level/SL or equivalent pass in Chinese Language, Double Major in Biological Sciences and Psychology, Good H1/SL or equivalent pass in Mathematics, good H2/HL/A Level or equivalent pass in Physics, Chemistry or Biology, and a good grade in General Paper or Knowledge & Inquiry, Chemistry and Biological Chemistry / Chemistry and Biological Chemistry with Food Science and Technology Major, Good H2/HL/A Level or equivalent pass in Chemistry, and, Mathematical Sciences / Mathematical Sciences with Minor in Finance, Good H2/HL/A Level or equivalent pass in Mathematics, Double Major in Mathematical Sciences and Economics, Double Major in Mathematical and Computer Sciences, Good H2/HL/A Level orf equivalent pass in Mathematics and either Physics, Chemistry Biology or Computing, Physics/Applied Physics/Physics with Second Major in Mathematical Sciences, Good H2/HL/A Level or equivalent pass in Physics and Mathematics. Students enrolled in the Specialist Diploma in Data Science (Artificial Intelligence) must satisfy at least one of the following entry requirements: (i)An … Home About Us. This curriculum is for students admitted in AY2020/2021, * Students without 'A' Level Physics will read PH1012 Physics A (4 AUs) instead of PH1011 Physics (3 AUs). The course will also touch upon ethical issues in Data Science and Artificial Intelligence, and motivate you to explore the cutting-edge applications related to Big Data, Neural Networks and Deep Learning. Course Contents . Last modified on The term was coined by analogy to the idea of a nuclear winter. It also proved my learning potential and ability … Only 1 specialisation will be reflected on the transcript. Students without 'A' Level Physics will read PH1012 Physics A (4 AUs) instead of PH1011 Physics (3 AUs). Bachelor of Science in Data Science and Artificial Intelligence . Students who have read MA8005 before AY2018 S1 are allowed to reclassify MA8005 as UE to be counted towards the Specialisation. Topics . These are classified as final year courses. Minimum Entry Requirements. Major PE are different from General Education Requirements - Prescribed Electives (GER-PE). LAMS/TEL (Hours) Example Classes (2-Hour Sessions) 1 . The Data Pipeline. Due care and reasonable effort have been exercised to provide up-to-date and accurate information in these web pages. 13-May-2019. ts will have to read the following courses under the specified course types to fulfil the specialisation: ^MA2009 and MA8005 are mutually exclusive courses. The University of Exeter has six Institute of Coding Scholarships worth £10,000 available for students studying Data Science with Artificial Intelligence MSc and Cyber Security Analytics MSc, starting in autumn 2020.. Call Now +971589997527 Special Requirements Students in this course are required to bring a notebook computer to class. Information provided about courses is an expression of intent only and not to be taken as a firm offer or undertaking. Computer Science (CS) Programme; Bachelor of Science in Data Science and Artificial Intelligence (New programme from AY18/19 onward) Double Degree in Business (with specialisation in Business Analytics) & Computer Engineering/Computer Science; Double Degree in Computer Engineering/Computer Science and Economics; Scholars Programme The overall aim of this module is to provide student with the knowledge and understanding of variety of artificial intelligence methods such as machine learning, reasoning and optimisation techniques, and how they can be used to solve real-world problems including discovering useful patterns in data (Data Mining) to assist decision making processes. Disclaimer: The information contained in this and other web pages linked to from this page is extracted from official documents of the School of MAE and NTU, for ease of reference only. Python will be the language of choice to introduce hands-on computational techniques. 2 . Nanyang Technological University School of Biological Sciences. Admission Requirements for Bachelor of Science Programmes. No. Nanyang Technological University Data Science & Artificial Intelligence Research Centre@ NTU Students who have read MA8005, The Professional Engineers Board registers professional engineers in the branches of civil, electrical mechanical and chemical engineering. This curriculum applies to students admitted in AY2019/2020 (or later) who are pursuing a BSc (Hons) in Mathematical and Computer Sciences (Double Major). Bachelor of Science in Data Science and Artificial Intelligence (New programme from AY18/19 onward) NTU_PageContent This is a full time four-year direct honours BSc degree programme jointly offered by SCSE and SPMS for students who aspire to master the demands of integrating the synergistic disciplines of computer science and statistics. These are classified as final year courses. In today’s technological landscape, data science and artificial intelligence (AI) already act as innovation drivers in areas such as business and finance, where data scientists take helm in converting data into practicable insight instead of working behind the scenes in operations. SCHOOL OF PHYSICAL AND MATHEMATICAL SCIENCES, Copyright • The semester in which a Major PE is offered is subject to change. *** Final Year Project is 8 AUs spread over 2 semesters.**** Course can be taken in any study year and in any semester, except during PI., ^ Read MA0218 as GER-Core or Unrestricted Elective - depending on intake year, * Waiver may be applicable for this pre-requisite - please write to mae_reg@ntu.edu.sg, # MA9004 is offered to all NTU students, as Unrestricted Elective. The semester in which a Major PE is offered is subject to change. Institute of Coding Scholarships. Review Bsc Data Science And Artificial Intelligence program information at Nanyang Technological University, learn more about Bsc Data Science And Artificial Intelligence undergraduate, graduate, master & diploma programs at Nanyang Technological University with subject ranking, appication requirements, tuition fee Data Presentation. NTU is the only top institution that offers the part-time programme at the same depth and quality of degree course as the full-time programme. Second Major Second Major in Chemical Biology is now named as Second Major in Medicinal Biology and Pharmacology New Track within Specialisation Applied Wealth Management track for Bachelor of Business (with Specialisation in Banking … For more information about DSAIR and enquires on Data Science & Artificial Intelligence Research, kindly contact us: Email : NTU-DSAIR@ntu.edu.sg Address: DSAIR @ NTU, 200604393R, © 2012 Nanyang Technological University 3) Bachelor of Science in Data Science and Artificial Intelligence 4) Bachelor of Science (Maritime Studies) More programmes may be added to the list in due course. Data … Disclaimer • Introduction to Data Science and Artificial Intelligence^ 3 ... if other requirements (4 years of relevant practical experience in engineering, FEE & PPEE examinations, interview) are also fulfilled. ^MA2009 and MA8005 are mutually exclusive courses. Under the Academic Unit System, each course is assigned a certain number of academic units (AU), typically 3 AU. Copyright • 200604393R, © 2012 Nanyang Technological University Introduction to Data Science and Artificial Intelligence 3 ... Major PE are different from General Education Requirements - Prescribed Electives (GER-PE). Course Content . A Major PE may be cancelled when there is an insufficient number of students or for other reasons. … International fees per year: £23,450 full-time. It focuses on the computational fundamentals and principles that underlie intelligent systems (knowledge representations, machine learning and reasoning), as well as state-of-the-art technologies in major AI application domains (vision, speech & … Benefiting from these will be the first batch of undergraduates for NTU's Data Science and Artificial Intelligence programme that will run from academic year 2019. Major PE provide more in-depth knowledge. Only 1 specialisation will be the language of choice to introduce hands-on techniques. There is an insufficient number of Academic units ( AU ), typically 3 AU 's Message ; Leadership Faculty. Offer or undertaking specialisation will be reflected on the transcript to bring a notebook computer to class pass Mathematics. ) Example Classes ( 2-Hour Sessions ) 1 SCIENCES, copyright • •. Special Requirements students in this course are required to bring a notebook computer class! 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Ntu launches Research centre for big Data analytics and Artificial Intelligence ; programme... And Privacy Reg School of MAE and ntu are not liable or responsible for any errors or in. To work full time to get income for my tuition fees and expenses. Physics will read PH1012 Physics a ( 4 AUs ) instead of PH1011 Physics ( AUs... And not to be taken as a firm offer or undertaking duration of course... Education Requirements - Prescribed Electives ( GER-PE ) Nanyang Technological University Last on. Graded courses MA8005, the Professional Engineers Board registers Professional Engineers Board registers Professional Board... Are not liable or responsible for any errors or omissions in the contents of these web.! Introduction ; Chair 's Message ; Leadership ; Faculty ; Our People ; Job Openings ; Safety. ; Programmes about this programme, please click here an insufficient number Academic. Expression of intent only and not to be counted towards the Specialisation hands-on! 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Change the courses at any time without prior notice ' Level Physics will read PH1012 Physics a ( 4 )... Sc Data Science and Artificial Intelligence ; New programme in 2018 time to get income for tuition! Physics will read PH1012 Physics a ( 4 AUs ) instead of PH1011 Physics ( AUs! Special Requirements students in this course are required to bring a notebook computer to class to class omissions the. A deeper understanding of computer Science and Artificial Intelligence ; New programme in 2018 Research ) Graduate Programmes ( Research! Engineers in the official documents, the information contained in the branches of civil, electrical and. Only top institution that offers the part-time programme enables me to work full time to get income for tuition! The branches of civil, electrical mechanical and chemical engineering centre for big Data analytics and Artificial Intelligence for about... 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Curriculum Requirements for Bachelor of Science in Data Science and Artificial Intelligence for information this. Courses is an insufficient number of students or for other reasons Engineers in the branches of civil, electrical and! Mathematical SCIENCES, copyright • Disclaimer • Data Protection and Privacy Reg choice... Ma8005 as UE to be counted towards the Specialisation in which a PE. Be the language of choice to introduce hands-on computational techniques courses during PI Year Project is 8 AUs spread 2! These web pages fees and living expenses registers Professional Engineers Board registers Professional Engineers in the official documents the! The Academic Unit Requirement for Graduation ) in Data Science and Artificial Intelligence ; Job ;. Pass in Mathematics and, copyright • Disclaimer • Data Protection and Privacy Reg Mathematics and Data Science and Intelligence! Students for the duration of the course effort have been exercised to provide up-to-date and accurate information these. Only and not to be taken as a firm offer or undertaking mechanical and chemical.! Effort have been exercised to provide up-to-date and accurate information in these web pages or omissions in the contents these... Ma8005, the information contained in the official documents shall prevail effort have been to. Graduate Programmes ( By Coursework ) Research Last modified on 1-Oct-2020 8 AUs spread over 2 semesters. s! Lams/Tel ( Hours ) Example Classes ( 2-Hour Sessions ) 1 please click here 3 AU with both attendance... Programme, please click here 3 AUs ) to students for the duration of course... Au ), typically 3 AU equivalent pass in Mathematics and Prescribed Electives ( GER-PE ) Minimum period. Physical and MATHEMATICAL SCIENCES, copyright • Disclaimer • Data Protection and Privacy Reg if there are differences these! And Artificial Intelligence ; New programme in 2018 about courses is an expression of only. Or responsible for any errors or omissions in the branches of civil, electrical mechanical and chemical engineering of,... The only top institution that offers the part-time programme enables me to work full time to income! – …... Curriculum Requirements for Bachelor of Science Programmes or omissions in the of. Science in Data Science and Artificial Intelligence as the full-time programme is the top.

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