data science and artificial intelligence ntu requirements

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 … 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 … Disclaimer • Major PE are different from General Education Requirements - Prescribed Electives (GER-PE). Under the Academic Unit System, each course is assigned a certain number of academic units (AU), typically 3 AU. Only 1 specialisation will be reflected on the transcript. Review Bsc data science and artificial intelligence in Nanyang technological university for admission requirements, course duration , tuition fees, career options and deadlines. Mathematical Sciences / Mathematical Sciences with Minor in Finance: Good H2/HL/A Level or … 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. Students without 'A' Level Physics will read PH1012 Physics A (4 AUs) instead of PH1011 Physics (3 AUs). NTU launches research centre for big data analytics and Artificial Intelligence. 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, 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. Students who have read MA8005, The Professional Engineers Board registers professional engineers in the branches of civil, electrical mechanical and chemical engineering. Introduction; Chair's Message; Leadership; Faculty; Our People; Job Openings; SBS Safety; Programmes. Information provided about courses is an expression of intent only and not to be taken as a firm offer or undertaking. 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. Nanyang Technological University School of Biological Sciences. The School of MAE and NTU are not liable or responsible for any errors or omissions in the contents of these web pages. Students enrolled in the Specialist Diploma in Data Science (Artificial Intelligence) must satisfy at least one of the following entry requirements: (i)An … Data Protection and Privacy 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. SCHOOL OF PHYSICAL AND MATHEMATICAL SCIENCES, Copyright • The total number of AU required in … Topics . These are classified as final year courses. 13-May-2019. Reg. 200604393R, © 2012 Nanyang Technological University Course Contents . The School may discontinue or change the courses at any time without prior notice. Part-time programme enables me to work full time to get income for my tuition fees and living expenses. What is Data Science? … PROGRAMMES ... Data Science and Artificial Intelligence Good H2/HL/A Level or equivalent pass in Mathematics and. Disclaimer • Undergraduate Programmes; Graduate Programmes (By Research) Graduate Programmes (By Coursework) Research. 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. ASIAN SCHOOL OF THE ENVIRONMENT. Reg. Please see the following extract: The Professional Engineers Board registers professional engineers in the branches of civil, electrical mechanical and chemical engineering. The semester in which a Major PE is offered is subject to change. 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 Click here for other versions of the curriculum. Examples include AI-driven algorithmic trading and stock recommendation systems in … 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 programme provided me a deeper understanding of Computer Science and ML/AI. Introduction to Data Science and Artificial Intelligence 3 ... Major PE are different from General Education Requirements - Prescribed Electives (GER-PE). Last modified on 200604393R, © 2012 Nanyang Technological University A Major PE may be cancelled when there is an insufficient … ts will have to read the following courses under the specified course types to fulfil the specialisation: ^MA2009 and MA8005 are mutually exclusive courses. 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 … Research Topics; Biosciences Research Centre (BRC) Store and IT; … Are There Any Opportunities For Global Exposure? This curriculum applies to students admitted in AY2019/2020 (or later) who are pursuing a BSc (Hons) in Mathematical and Computer Sciences (Double Major). Fees 2021/22 entry UK fees per year: £10,950 full-time. 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. The semester in which a Major PE is offered is subject to change. ^MA2009 and MA8005 are mutually exclusive courses. Minimum Entry Requirements. Data-Analytic Thinking . 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 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.. AU is a measure of the student’s work-load associated with both class attendance and preparation. Due care and reasonable effort have been exercised to provide up-to-date and accurate information in these web pages. Extracting Intelligence from Data – … The term was coined by analogy to the idea of a nuclear winter. Specialisation is optional. The Data Pipeline. As users input their ideas … 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. If there are differences between these web pages and the official documents, the information contained in the official documents shall prevail. Copyright • 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. Final Year Project is 8 AUs spread over 2 semesters.. Home About Us. The field has experienced several hype cycles, followed by disappointment and criticism, followed by funding cuts, followed by renewed interest years or decades later. *** 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. Admission Requirements for Bachelor of Science Programmes. Data … 2 . Students who have read MA8005 before AY2018 S1 are allowed to reclassify MA8005 as UE to be counted towards the Specialisation. 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. 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. either Physics, Chemistry, Biology or Computing. These are classified as final year courses. 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. 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 Special Requirements Students in this course are required to bring a notebook computer to class. 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. Major PE provide more in-depth knowledge. A Major PE may be cancelled when there is an insufficient number of students or for other reasons. 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 Python will be the language of choice to introduce hands-on computational techniques. Call Now +971589997527 The awards are … 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 … Necessary software is provided free-of-charge to students for the duration of the course. No. LAMS/TEL (Hours) Example Classes (2-Hour Sessions) 1 . International fees per year: £23,450 full-time. Data Presentation. B Sc Data Science and Artificial Intelligence; New Programme in 2018 . ** Students will be allowed to read online GER-Core courses during PI. Nanyang Technological University Data Science & Artificial Intelligence Research Centre@ NTU It also proved my learning potential and ability … BSc (Hons) in Data Science and Artificial Intelligence For information about this programme, please click here. No. 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. Last modified on Data Analytic Thinking. 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. Course Content . 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). 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 & … In the history of artificial intelligence, an AI winter is a period of reduced funding and interest in artificial intelligence research. Major PE provide more in-depth knowledge. – The core problems and solutions. Programme Requirements; AY2019/2020 Intake; AY2019/2020 Intake Academic Unit Requirement for Graduation. The Artificial Intelligence specialisation trains computing professionals in advanced principles, algorithms, and applications in AI. Institute of Coding Scholarships. 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 … 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. Data Protection and Privacy 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). ... Curriculum requirements for your degree programme; Minimum candidature period; Minimum AU of graded courses . Bachelor of Science in Data Science and Artificial Intelligence . 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