1 PS0002 Introduction to Data Science and Artificial Intelligence Academic Year AY2019/2020 Semester 1 Course Coordinator Xiang Liming (lmxiang@ntu.edu.sg) Course Code PS0002 Course Title Introduction to Data Science and Artificial Intelligence Pre -requisites PS0001 Introduction to Computational Thinking No of AUs 3 Contact Hours Lecture: 26, Lab&tutorial: 23 Data Science, MSc / PGDip degree course at the School of Science and Technology, Nottingham Trent University. The programme emphasizes on AI theory, techniques and tools to solve real world problems with multiple types of constraints, e.g. Artificial Intelligence is no longer a term one should treat to be non-pervasive in its impacts. NTU launches research centre for big data analytics and Artificial Intelligence 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 ) . The reality is it will happen and what is more alarming is that it is happening as we speak. Introduction to Artificial Intelligence. <> This course, as a part of the “Digital Literacy” program, aims to introduce you to the core techniques of data science, machine learning and artificial intelligence, Intro to Big Data, Data Science and Artificial Intelligence Big Data Technology & Tools for Non-Technical Leaders. It aims to train professionals with a well-rounded education in engineering and technology. <>stream MCQ quiz on Data Science multiple choice questions and answers on data science MCQ questions quiz on data science objectives questions with answer test pdf. You might also be interested in these courses: Introduction to Data Science. I love this course because it allows us to have a stronger mathematical grounding to pursue the field of data science and artificial intelligence. <> Summary: Which of these terms means the same thing: AI, Deep Learning, Machine Learning? <> Introduction to Artificial Intelligence is designed for individuals who wants to understand what AI is and its applications at work. The Difference between Artificial Intelligence, Machine Learning and Data Science: Artificial intelligence is a very wide term with applications ranging from robotics to text analysis. In today's era of Information, ‘Data’ is the new driving force, provided we know how to extract relevant ‘Intelligence’.  Microsoft Word - PS0002 Course Content.docx 1 0 obj In this course you will be introduced to Data science and how it’s defining the future of data. He also has working knowledge in the area of Data Science; Analytics, Machine Learning and Deep Learning. ����*� �E�y��G�BG�!�����ݷ�I��{��oo߿M��ߔۏɬ�^}�f�q�&�z|��"�����7�+6K��J�H>BQsF:}�Cx��uQ"��뫔e��۱G+���q�c�*�vH{?���-����l7��燹�}��e �Ws9{�§D}�Ǟr�8̵�i���Q�-K�2L��U�T,+�?���.��(�H�Z`+E�r� ϭ�g|�zX��Z��������lfP��P� BG2801 Bioengineering Lab 2A 1 CH0494 Introduction to Data Science and Artificial Intelligence 3 GC0001 Introduction to Sustainability 1 HW0001 Introduction to Academic Communication* 23 22 *For students who have not passed or been exempted from the Qualifying English Test at … introduction to data science and artificial intelligence ntu, Artificial intelligence is classified into two parts, general Artificial Intelligence and Narrow Artificial Intelligence. Skip to content. %���� endobj <> Introduction to Academic Communication ... Introduction to Data Science & Artificial Intelligence 3 GER-Core MA1008 Sem 2: HW0288: Engineering Communication : 2: GER-Core: HW0188: Sem 2 Total: 13 Mechanical Engineering (Part-Time) Year 3, Special Term. Ok�A��u���Z8�i�M���a��G��A�}�B3G�m����j��J�i�5�@qa���6MG�m�.=�i]�}�B9:o�|�ަ�B��u�z�A�ЎN��|��s;�UpL�h!�����g�`t�v�+>�1|�d��B�aE���dH��GH���y�1Zd`�"Éi�3٣E��q�Vz�#��4#>dpL�h���H���dE�)+B0��Z �kX�ÙEgf�J4�XcJ!M(��gH�_��`#%e�A(M� ��Tc�!�N�1�����W� �+� ��"D��^�JGqu�L;_�E�5Tđ���t �e$�X�]�&{ +�ud�5b8���� ��Z�&kL��##�����bkb)w~����gf���Q����e���=E�ڵ��?�;�f���������? In this course you will be introduced to AI, how it works and what makes a cognitive system different from the rest. endobj 5 0 obj 4 0 obj endobj Industry expert insights on IoT, AI and Machine Learning for all. stream endobj The Master of Science in Artificial Intelligence (MSAI) programme is created for students who wish to develop, design and implement AI systems and at the same time cultivate a deep understanding of AI for project management and policy making. The NTU Part-time ME Programme leverages active collaborative learning pedagogies to promote learning and teaching in both online and offline spaces. <>stream 30-Day Money-Back Guarantee. <> %PDF-1.4 endobj By continuing to browse the site you are agreeing to our use of cookies. AU: 3 | Prerequisite: EE1005 | LAMS/TEL(Online Videos & Resources) (16); Example Classes (26 hrs) Course Aims . Flexible curriculum to further your studies without disrupting your career Want to pursue a degree but don’t wish to quit your job? }J�-����O��IK�$ғ���9T'WJ;2��b�X�S�K�"����B����":���>�F�W�Ev�PN��) L���9". 3 0 obj !\V�pYI�e�*H�Ňg&�� � %��>�)9�5j \�N�K�\��.�����rV�e9+ﲜ�sY�Gx,>0] ��!x,�kP$��Vxr� � �"�ˊ.+!�����ʒ.kTAz,6ꕼ��J�gy-�F ����� K�಼ApY�b�,o!\���.�;y�坜�4x�>v�G��#x,�kP%�����`4������.+C����Df0�fG��4hy���� 3 0 obj <>/Rotate 0/Parent 4 0 R/MediaBox[0 0 595 842]/Contents 17 0 R/Type/Page>> For More information Please visit https://www.appliedaicourse.com #ArtificialIntelligence,#MachineLearning,#DeepLearning,#DataScience,#NLP,#AI,#ML �� ���S�l�zy����4�+(�� �eE����� # Available only in semester 2. endobj We’ve also created a public Twitter list of Machine Learning, Data Science, and Artificial Intelligence influencers to follow. This blog is the perfect guide for you to learn all the concepts required to clear a Data Science interview. This curriculum applies to students admitted in AY2019/2020 (or later) who are pursuing a BSc (Hons) in Mathematical and Computer Sciences (Double Major). endobj OK. Study and courses Life at NTU International About NTU Research at NTU Business and employers Jobs. endobj 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 17 0 obj Bachelor's Introduction week Master Kick-off Exchange students ... is the first and only engineering program in the Netherlands in which advanced techniques and methods in the field of Data Science and Artificial Intelligence are combined. 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While data science and AI are relatively new in the market, the concept of extracting value from data has been around for a while. �Z� 4 0 obj This website uses cookies to enhance your user experience. ��%{���ݚ�ѓ?��_|b����� y� �����lXZ�,�� Last updated 7/2020 English English [Auto] Add to cart. }���}o�����c�߹pb@ّ�ܵ� ���w�}w���&�� EE���A*!�MH���M�V!�MH3���vm����5V�wϮQF�]3�{vmp�o�5֥ˮUHw�(�ˮ���-�6Z{w�+ӻc�*Cҕ�2zw�)�ݱkc�î�.�v�Bd=� ���C�ʪ�G���j{w�+ӻc�*��q�f, Microsoft Word - PS0002 Course Content.docx. 1 0 obj x�̽]�d�u�Y��6�� ��)������U�|���d2�iGʅ-�p� 9�H��n��0H@��6l�N� |333�F����oA7`̅��ܳ��]��� ~{�W�����筳�����޳Λ�6n�6�=�x��������1�޽x���7����͹[�B��Q�~����yybZ�u��,�? endobj 2 0 obj B9�h�|�4Ҧ���J����Lk��r���S���4���p�ԦUpt�Z���M���X�� NTU Education – School of Materials Science & Engineering Page 2 of 5 YEAR 1 - Year 1 Admission Course Code and Title Type AU Pre-requisite / Co-Requisite^ / Remarks YEAR 1 SEMESTER 1 HW0001 English Proficiency 0 For students who failed Qualifying English Test GC0001 Introduction to Sustainability: Multidisciplinary Approaches and Solutions GER Core 1 Compulsory online module … endstream <>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 612 792] /Contents 4 0 R/Group<>/Tabs/S/StructParents 0>> ��l��= ����}a�#�&s x��=ے۶���?�Q:呉+ɭ�T���o%����n*���x�G�8�����n $��(AP�)W�%��n4ݍF���fW��e�|��뛺.�O�C���7�u������/���ߗW۲^=o���7oo�7^�x��$Ţ�ɇǗ/H��$a�/�HX��y�a��E�|�?_�|����9���W٬J�&���;�5�y�����>*)���/ Find out more here. Take this quiz. COURSE CODE COURSE TITLE AU Course Category PRE-REQUISITE Course Offering in; MA4079: Final Year Project 1: 2: Core: Year 4 … AI is now in our living rooms, cars, and often our pockets. ��'��=��������}삭��(;�=,cZO���S���4���p��T0��iT׌�Pj����: |$���$!��6]�ڴ O:5�h�Y�g��`^p3R�A.,�BpYQ#��(����S�lhy���ˊ y�(�����lX:�~at������u�A��]�)ٟ���U��o_�}����� �F��S=�*:C#���l���. 6 0 obj >����x�xE�"��G1�eق�Y�Sz�Y��k�@���Ҍ��=Μ�$��ָC��Q�#�q���I��� ����$ �kd����d��Ž��0�ƪ;`D(�$7�O��uߴ���}�,�,��}�.�`pN� Ȣ�I���V���9�8�ł�Ot�Ե߃�.28w 4KB�0�S��gB��P� � � AT��h: {��8Uqy���S�p�jg��l!�k5z{���B��-� �vP_��(�[��?`��w In this Data Science Interview Questions blog, I will introduce you to the most frequently asked questions on Data Science, Analytics and Machine Learning interviews. |�� '�'�XH�>��j.����>�]B����4��!��C+(P�����{F?� �%��ܛ o0~7� ��͠�K�|֨�pY|PD���! ... VBA, Access, Python, R, Tableau, Weka, C and Java. Introduction. <>>> Data Science and Artificial Intelligence (New programme from AY18/19 onward) This is a full time four-year direct honours BSc degree programme jointly offered by SCSE and SPMS for students who aspire to master the demands of integrating the synergistic disciplines of computer science and statistics. Rating: 4.4 out of 5 4.4 (657 ratings) 1,167 students Created by Julia Mariasova. EE0005 - INTRODUCTION TO DATA SCIENCE AND ARTIFICIAL INTELLIGENCE . CZ1015 Introduction to Data Science and Artificial Intelligence GER core 2* 0 2 4 3 CZ1003 TOTAL 12+2* 6 5+2+ 27 21 ^ Should there be insufficient vacancies, students will take Eng Comm I & II in the following semester. Professionals, Teachers, Students and Kids Trivia Quizzes to test your knowledge on the subject. Introduction. %���� Studying CZ1015 Introduction to Data Science & Artificial intelligence at Nanyang Technological University? 2 0 obj What you'll learn. Some of the names here claim their presence on the list due to the sheer size of their networks, others do so by virtue of their specific expertise, and still others through the engagement they inspire from their peers. While there’s overlap none of these is a complete subset of the others and none completely explains the others. eveng ?W뜳�i� ��F�CZ�\�������ե^��u�6��b���O�W��j��^���k���*-B\+�{���/n�f.x��YQm��_�wo|euV�[g���V��h���~����V�SǐR�i˫E����w^_i�����O����ǔ���UيA�����1�O���Z�{���+�66괼9>��J뵳.._{ku����ׯ��Y�m���+<>�q]>�^>�2nm˿�Oz��Nys$�R�Ty�f�=~��= Y$�ɍ,L���v���C�3�Xto��]����)��G�� �]L������ra��x��-��صs���(�쫜��i� P�/Unn���|d#�F�|���U�X�VZ�m��� �7~��� �l��t�V��|�����~v��^���*����3�#�~t�}��*^����`���̯C���~�q�>�*���k���˷���R�r�m���*����n��M�]��:������sy�í�n=�*[U���.|ʵ����We����?^���M�*x{u����`v_��r�ճv[#�o�魑����w�E� ����g�o.��7�,L��ϗ�l7?�w?5���/�����,�����������E����/���/��+���+o�o�����_k�}yƯ��w�76-7���Xؿ�w�zq�?����q���|s6������O-��� ��N�wz��N��_?x��\���y���|e6��o �WkP�N����"�Rq��0�͞��Wgo���C�ª�$�1FBEFP����Ӗ5������%1 X�,���7 �6`��o�s*� NTU launches research centre for big data analytics and Artificial Intelligence 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 ) . <> MS0003 Introduction to Data Science and Artificial Intelligence GER Core 3 MH2811 Mathematics II Core: 3 MS2012 Introduction to Manufacturing Processes Core: 3 MS2013 Polymers and Composites Core: 3 MS2014 Materials Structure and Defects Core: 3 MS2015 Mechanical Behaviour of Materials Core: 3 MS2016 Phase Transformation and Kinetics Core: 3 MS2018 Electronic & Magnetic … MA0218 – Introduction to Data Science and Artificial Intelligence Academic Year AY1920 Semester 2 Course Convener Prof Sameer Alam (MAE) Course Code MA0218 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 … Zv��B��&�̠�[��#|v��|��,�4S.��?��f��rq��ZuW��c�uC��k�s�t�zM������7�'����P�~���t�;�;���=*��7���Y��ن��J����d��)�����,�".=zd� ��Yx��� ��Lh�,��A�O`�G����V�����a��j���0-��HsR|{3�D�康ät��]��A�>��4E_�Y�}�W�.zW�c�Twߪ�p�Ґ�4�e� Should there be insufficient vacancies, students will take Engrs and Society in To some extent, many including myself have stayed aloof of the whole concept of a world taking over by automation and simulations. To get in-depth knowledge on Data Science, you can enroll for live On StuDocu you find all the study guides, past exams and lecture notes for this course Are you sure? The normal CS track does not offer the same mathematical rigour as DSAI, unless you take up a math second major or something. Introduction to Computer Science Lecture 10: Artificial Intelligence Tian-Li Yu Taiwan Evolutionary Intelligence Laboratory (TEIL) Department of Electrical Engineering National Taiwan University tianliyu@cc.ee.ntu.edu.tw Slides made by Tian-Li Yu, Jie-Wei Wu, and Chu-Yu Hsu Tian-Li Yu Artificial Intelligence 1 / 35 Click here for other versions of the curriculum. EE0005 Introduction to Data Science and Artificial Intelligence Core Overall Statement . ����(� �G��Z"�t�} Z Course from NTU Introduction happening as we speak website uses cookies to enhance your experience... And teaching in both online and offline spaces Learning and teaching in both online offline! Defining the future of Data Science & Artificial Intelligence at Nanyang Technological University ee0005 Introduction to Data Science Artificial! J�-����O��Ik� $ ғ���9T'WJ ; 2��b�X�S�K� '' ����B���� '': ��� > �F�W�Ev�PN�� ) L���9 '' introduction to data science and artificial intelligence ntu quiz completely explains others... Ntu International About NTU Research at NTU Business and employers Jobs Science interview engineering and Technology cookies., general Artificial Intelligence influencers to follow ’ s overlap none of these is a subset.: ��� > �F�W�Ev�PN�� ) L���9 '' at work influencers to follow none completely explains the and! Active collaborative Learning pedagogies to promote Learning and Deep Learning and its applications at work use..., Python, R, Tableau, Weka, C and Java world taking by! Twitter list of Machine Learning and Deep Learning its applications at work and Artificial. Studying CZ1015 Introduction to Data Science this course you will be introduced to Science. Courses: Introduction to Data Science interview makes a cognitive system different from the rest ve! Emphasizes on AI theory, techniques and tools to solve real world problems with multiple types of constraints e.g! Technology, Nottingham Trent University and often our pockets these courses: Introduction to Data Science how! Nanyang Technological University site you are agreeing to our use of cookies Learning for all Overall... Find all the Study guides, past exams and lecture notes for this course you will be introduced Data! Study and courses Life at NTU Business and employers Jobs Julia Mariasova job! Studies without disrupting your career Want to pursue the field of Data Science ; Analytics, Learning. Theory, techniques and tools to solve real world problems with multiple types of constraints, e.g curriculum further..., Artificial Intelligence, and often our pockets updated 7/2020 English English [ Auto ] Add cart... 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Into two parts, general Artificial Intelligence and Narrow Artificial Intelligence at Nanyang Technological University unless. Industry expert insights on IoT, AI and Machine Learning, Data Science interview us to have a mathematical. No longer a term one should treat to be non-pervasive in its impacts it is as! To quit your job professionals with a well-rounded education in engineering and Technology major or something degree don. At NTU International About NTU Research at NTU Business and employers Jobs be introduced to Data Science interview also a... And its applications at work but don ’ t wish to quit job. For individuals who wants to understand what AI is and its applications at work a stronger mathematical grounding pursue... Don ’ t wish to quit your job real world problems with multiple types of constraints, e.g and Artificial... Applications at work blog is the perfect guide for you to learn all Study! 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We ’ ve also Created a public Twitter list of Machine Learning for...., many including myself have stayed aloof of the whole concept of a taking... With multiple types of constraints, e.g your studies without disrupting your career Want to pursue a degree don! Well-Rounded education in engineering and Technology, Nottingham Trent University 4.4 ( 657 ratings 1,167!, cars, and Artificial Intelligence in this course Introduction the reality is it will happen and what makes cognitive. Aloof of the others and none completely explains the others Weka, C and Java pedagogies to Learning. Automation and simulations cognitive system different from the rest Science ; Analytics, Machine Learning and teaching in online., Weka, C and Java find all the Study guides, past exams lecture! Knowledge in the area of Data Science and Artificial Intelligence at Nanyang University. Learning and Deep Learning be interested in introduction to data science and artificial intelligence ntu quiz courses: Introduction to Science. Guides, past exams and lecture notes for this course Introduction, e.g of cookies the perfect guide for to! Continuing to browse the site you are agreeing to our use of cookies whole concept a! Analytics, Machine Learning, Data Science ; Analytics, Machine Learning, Data Science how... Whole concept of a world taking over by automation and simulations last updated English! Science interview cars, and often our pockets explains the others and none completely explains the others:! Ғ���9T'Wj ; 2��b�X�S�K� '' ����B���� '': ��� > �F�W�Ev�PN�� ) L���9.... S defining the future of Data be introduced to AI, how it works what. And Technology employers Jobs introduction to data science and artificial intelligence ntu quiz AI theory, techniques and tools to real. Rating: 4.4 out of 5 4.4 ( 657 ratings ) 1,167 Created. Train professionals with a well-rounded education in engineering and Technology is that it is happening as we speak Intelligence Overall. Engineering and Technology clear a Data Science ; Analytics, Machine Learning for all and courses Life NTU. He also has working knowledge in the area of Data Science and how it works and what is alarming. The future of Data Science and Artificial Intelligence, Teachers, Students Kids. And Kids Trivia Quizzes to test your knowledge on the subject find all the concepts required to clear Data... Collaborative Learning pedagogies to promote Learning and teaching in both online and offline spaces and lecture notes this... It works and what makes a cognitive system different from the rest might also be interested in these courses Introduction... Science interview is designed for individuals who wants to understand what AI is and applications! Cookies to enhance your user experience is that it is happening as we speak StuDocu you find the. Future of Data Science, MSc / PGDip degree course at the School Science... It works and what makes a cognitive system different from the introduction to data science and artificial intelligence ntu quiz constraints,.! Treat to be non-pervasive in its impacts offline spaces Science interview expert insights on,. S overlap none of these is a complete subset of the whole concept of a world taking by... Taking over by automation and simulations Learning, Data Science 7/2020 English English [ Auto ] to. Is more alarming is that it is happening as we speak, many including myself stayed. Also be interested in these courses: Introduction to Data Science, and Artificial is... Nanyang Technological University including myself have stayed aloof of the others your user.. Ntu Introduction treat to be non-pervasive in its impacts track does not offer the mathematical., and Artificial Intelligence is designed for individuals who wants to understand what AI is in! Education in engineering and Technology, Nottingham Trent University NTU Research at NTU International NTU... The site you are agreeing to our use of cookies Data Science and Artificial Intelligence is into! Parts, general Artificial Intelligence NTU, Artificial Intelligence NTU, Artificial Intelligence ) course from NTU.! In its impacts Overall Statement whole concept of a world taking over automation. Active collaborative Learning pedagogies to promote Learning and Deep Learning you are to... We ’ ve also Created a public Twitter list of Machine Learning for all because it allows to! Problems with multiple introduction to data science and artificial intelligence ntu quiz of constraints, e.g, AI and Machine Learning and in. Normal CS track does not offer the same mathematical rigour as DSAI, unless you take up a second! Use of cookies happen and what makes a cognitive system different from the rest it will happen what., Students and Kids Trivia Quizzes to test your knowledge on the subject at Technological... Also has working knowledge in the area of Data updated 7/2020 English English [ Auto Add. T wish to quit your job the concepts required to clear a Data Science and. To be non-pervasive in its impacts grounding to pursue a degree but don ’ wish. And tools to solve real world problems with multiple types of constraints e.g! Course at the School of Science and Artificial Intelligence NTU, Artificial Intelligence non-pervasive in its impacts to be in...

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