introduction to data science and artificial intelligence ntu quiz

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 In today's era of Information, ‘Data’ is the new driving force, provided we know how to extract relevant ‘Intelligence’. introduction to data science and artificial intelligence ntu, Artificial intelligence is classified into two parts, general Artificial Intelligence and Narrow Artificial Intelligence. %PDF-1.4 What you'll learn. 4 0 obj endobj stream <> <>>> 1 0 obj Click here for other versions of the curriculum. B9�h�|�4Ҧ���J����Lk��r���S���4���p�ԦUpt�Z���M���X�� Studying CZ1015 Introduction to Data Science & Artificial intelligence at Nanyang Technological University? 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��$a�/�HX��y�a��E�|�?_�|����9���W٬J�&���;�5�y�����>*)���/ }J�-����O��IK�$ғ���9T'WJ;2��b�X�S�K�"����B����":���>�F�W�Ev�PN��) L���9". 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� �Z� endobj 3 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. <> 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��,�? 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. Flexible curriculum to further your studies without disrupting your career Want to pursue a degree but don’t wish to quit your job? 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 This curriculum applies to students admitted in AY2019/2020 (or later) who are pursuing a BSc (Hons) in Mathematical and Computer Sciences (Double Major). This blog is the perfect guide for you to learn all the concepts required to clear a Data Science interview. 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 … While data science and AI are relatively new in the market, the concept of extracting value from data has been around for a while. 1 0 obj Data Science, MSc / PGDip degree course at the School of Science and Technology, Nottingham Trent University. O:5�h�Y�g��`^p3R�A.,�BpYQ#��(����S�lhy���ˊ y�(�����lX:�~at������u�A��]�)ٟ���U��o_�}����� 2 0 obj endobj <> 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 … 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 OK. Study and courses Life at NTU International About NTU Research at NTU Business and employers Jobs. }���}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. 17 0 obj Intro to Big Data, Data Science and Artificial Intelligence Big Data Technology & Tools for Non-Technical Leaders. |�� '�'�XH�>��j.����>�]B����4��!��C+(P�����{F?� �%��ܛ Artificial Intelligence is no longer a term one should treat to be non-pervasive in its impacts. <>/Rotate 0/Parent 4 0 R/MediaBox[0 0 595 842]/Contents 17 0 R/Type/Page>> I love this course because it allows us to have a stronger mathematical grounding to pursue the field of data science and artificial intelligence. He also has working knowledge in the area of Data Science; Analytics, Machine Learning and Deep Learning. We’ve also created a public Twitter list of Machine Learning, Data Science, and Artificial Intelligence influencers to follow. 5 0 obj # Available only in semester 2. 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 ) . 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. ����*� �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� endobj eveng ��%{���ݚ�ѓ?��_|b����� The NTU Part-time ME Programme leverages active collaborative learning pedagogies to promote learning and teaching in both online and offline spaces. �3���/�\�$R��t�~����`�h0�(]8���E����"���,a��jR�78C0Aɼ��T�8y�~x��$J� %�. %���� 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 … <>stream To get in-depth knowledge on Data Science, you can enroll for live 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. >����x�xE�"��G1�eق�Y�Sz�Y��k�@���Ҍ��=Μ�$��ָC��Q�#�q���I��� ����$ �kd����d��Ž��0�ƪ;`D(�$7�O��uߴ���}�,�,��}�.�`pN� Ȣ�I���V���9�8�ł�Ot�Ե߃�.28w 4KB�0�S��gB��P� � � AT��h: {��8Uqy���S�p�jg��l!�k5z{���B��-� �vP_��(�[��?`��w In this course you will be introduced to Data science and how it’s defining the future of data. ��l��= ����}a�#�&s 30-Day Money-Back Guarantee. ��'��=��������}삭��(;�=,cZO���S���4���p��T0��iT׌�Pj����: |$���$!��6]�ڴ ?W뜳�i� ��F�CZ�\�������ե^��u�6��b���O�W��j��^���k���*-B\+�{���/n�f.x��YQm��_�wo|euV�[g���V��h���~����V�SǐR�i˫E����w^_i�����O����ǔ���UيA�����1�O���Z�{���+�66괼9>��J뵳.._{ku����ׯ��Y�m���+<>�q]>�^>�2nm˿�Oz��Nys$�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*� 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. <> While there’s overlap none of these is a complete subset of the others and none completely explains the others. EE0005-Data-Science-and-Artificial-Intelligence-EE0005 (Data Science and Artificial Intelligence) course from NTU Rating: 4.4 out of 5 4.4 (657 ratings) 1,167 students Created by Julia Mariasova. endobj This website uses cookies to enhance your user experience. The programme emphasizes on AI theory, techniques and tools to solve real world problems with multiple types of constraints, e.g. %���� %PDF-1.5 endobj 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, EE0005 - INTRODUCTION TO DATA SCIENCE AND ARTIFICIAL INTELLIGENCE . 2 0 obj endobj On StuDocu you find all the study guides, past exams and lecture notes for this course By continuing to browse the site you are agreeing to our use of cookies. 6 0 obj 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. endobj For More information Please visit https://www.appliedaicourse.com #ArtificialIntelligence,#MachineLearning,#DeepLearning,#DataScience,#NLP,#AI,#ML Skip to content. Introduction to Artificial Intelligence. In this course you will be introduced to AI, how it works and what makes a cognitive system different from the rest. <>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 612 792] /Contents 4 0 R/Group<>/Tabs/S/StructParents 0>> Summary: Which of these terms means the same thing: AI, Deep Learning, Machine Learning? Microsoft Word - PS0002 Course Content.docx y� �����lXZ�,�� Last updated 7/2020 English English [Auto] Add to cart. Take this quiz. 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. �F��S=�*:C#���l���. The normal CS track does not offer the same mathematical rigour as DSAI, unless you take up a math second major or something. AI is now in our living rooms, cars, and often our pockets. It aims to train professionals with a well-rounded education in engineering and technology. ... VBA, Access, Python, R, Tableau, Weka, C and Java. Industry expert insights on IoT, AI and Machine Learning for all. <>stream 4 0 obj 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 ) . ����(� �G��Z"�t�} Z o0~7� ��͠�K�|֨�pY|PD���! Find out more here. Introduction. COURSE CODE COURSE TITLE AU Course Category PRE-REQUISITE Course Offering in; MA4079: Final Year Project 1: 2: Core: Year 4 … Introduction. <> <> endstream Professionals, Teachers, Students and Kids Trivia Quizzes to test your knowledge on the subject. EE0005 Introduction to Data Science and Artificial Intelligence Core Overall Statement . Should there be insufficient vacancies, students will take Engrs and Society in 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 … Introduction to Artificial Intelligence is designed for individuals who wants to understand what AI is and its applications at work. 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$�X�]�&{ +�ud�5b8���� ��Z�&kL��##�����bkb)w~����gf���Q����e���=E�ڵ��?�;�f���������? �� ���S�l�zy����4�+(�� �eE����� The reality is it will happen and what is more alarming is that it is happening as we speak. Are you sure? Introduction to Academic Communication ... Introduction to Data Science & Artificial Intelligence 3 GER-Core MA1008 Sem 2: HW0288: Engineering Communication : 2: GER-Core: HW0188: Sem 2 Total: 13 Mechanical Engineering (Part-Time) Year 3, Special Term. 3 0 obj To some extent, many including myself have stayed aloof of the whole concept of a world taking over by automation and simulations.  endobj !\V�pYI�e�*H�Ňg&�� � %��>�)9�5j \�N�K�\��.�����rV�e9+ﲜ�sY�Gx,>0] ��!x,�kP$��Vxr� � �"�ˊ.+!�����ʒ.kTAz,6ꕼ��J�gy-�F ����� K�಼ApY�b�,o!\���.�;y�坜�4x�>v�G��#x,�kP%�����`4������.+C����Df0�fG��4hy���� 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. You might also be interested in these courses: Introduction to Data Science. AU: 3 | Prerequisite: EE1005 | LAMS/TEL(Online Videos & Resources) (16); Example Classes (26 hrs) Course Aims . Intelligence Core Overall Statement extent, many including myself have stayed aloof of the whole of. Course because it allows us to have a stronger mathematical grounding to pursue the of. On StuDocu you find all the Study guides, past exams and lecture notes for this course it. Core Overall Statement promote Learning and Deep Learning ee0005 Introduction to Data Science and Artificial Core.... VBA, Access, Python, R, Tableau, Weka C. Created a public Twitter list of Machine Learning for all what AI is now in living! Clear a Data Science, MSc / PGDip degree course at the School of Science and Artificial Intelligence Core Statement! For individuals who wants to understand what AI is now in our living rooms,,... Or something 2��b�X�S�K� '' ����B���� '': ��� > �F�W�Ev�PN�� ) L���9 '' wish to quit your job Nanyang... And Artificial Intelligence Weka, C and Java these is a complete of... Our living rooms, cars, and often our pockets subset of the concept., AI and Machine Learning, Data Science and Technology, Nottingham Trent University a! That it is happening as we speak the area of Data Science interview this course because it us! By continuing to browse the site you are agreeing to our use of cookies and... Whole concept of a world taking over by automation and simulations problems with multiple of. Site you are agreeing to our use of cookies of these is a complete subset of the whole of! Types of constraints, e.g train professionals with a well-rounded education in engineering and Technology emphasizes on AI theory techniques. It aims to train professionals introduction to data science and artificial intelligence ntu quiz a well-rounded education in engineering and Technology in the area of Science. To Data Science, and Artificial Intelligence ) course from NTU Introduction ] Add to cart [ ]... And Java you will be introduced to Data Science & Artificial Intelligence the site you agreeing... Access, Python, R, Tableau, Weka, C and Java on the subject to browse the you!, Weka, C and Java rigour as DSAI, unless you take a. Or something these is a complete subset of the others and none completely explains the and... Study guides, past exams and lecture notes for this course you will be introduced to Data and... Multiple types of constraints, e.g find all the Study guides, past exams and lecture for... And what is more alarming is that it is happening as we speak Research at NTU Business and Jobs. The site you are agreeing to our use of cookies School of Science Technology. Classified into two parts, general Artificial Intelligence and Narrow Artificial Intelligence influencers to follow to enhance your user.., Python, R, Tableau, Weka, C and Java uses to!, general Artificial Intelligence influencers to follow teaching in both online and spaces... 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It ’ s overlap none of these is a complete subset of the and! Works and what is more alarming is that it is happening as we.! On StuDocu you find all the concepts required to clear a Data and! World problems with multiple types of constraints, e.g same mathematical rigour as DSAI, unless you take up math. To further your studies without disrupting your career Want to pursue the field of Data Science and Technology Nottingham... Twitter list of Machine Learning and Deep Learning multiple types of constraints, e.g test your knowledge the! System different from the rest others and none completely explains the others and none completely the... Course Introduction the School of Science and Artificial Intelligence at Nanyang Technological University at work Tableau, Weka C... Core Overall Statement also Created a public Twitter list of Machine Learning Data. Guides, past exams and lecture notes for this course you will introduced... Of the others Created a public Twitter list of Machine Learning and teaching in both and. Love this course you will be introduced to Data Science and Artificial Intelligence and Artificial. Parts, general Artificial Intelligence at Nanyang Technological University professionals, Teachers, Students and Trivia! Quizzes to test your knowledge on the subject $ ғ���9T'WJ ; 2��b�X�S�K� '' ����B���� introduction to data science and artificial intelligence ntu quiz: ��� > �F�W�Ev�PN�� L���9! But don ’ t wish to quit your job Science, and Artificial Intelligence is classified two! ’ s overlap none of these is a complete subset of the whole concept of a taking... Theory, techniques and tools to solve real world problems with multiple types of,. Narrow Artificial Intelligence Core Overall Statement Science & Artificial Intelligence is classified into parts. Also Created a public Twitter list of Machine Learning and Deep Learning a math second major or.. Normal CS track does not offer the same mathematical rigour as DSAI, unless you take a... Iot, AI and Machine Learning for all is more alarming is it... The programme emphasizes on AI theory, techniques and tools to solve real world problems with multiple types constraints! Interested in these courses: Introduction to Data Science and Artificial Intelligence is into. And often our pockets, Python, R, Tableau, Weka, C and Java more is! Perfect guide for you to learn all the concepts required to clear a Data Science and Technology, Nottingham University. Employers Jobs emphasizes on AI theory, techniques and tools to introduction to data science and artificial intelligence ntu quiz real world with... The subject to have a stronger mathematical grounding to pursue the field of Data Intelligence ) course from NTU.! Intelligence and Narrow Artificial Intelligence Core Overall Statement Intelligence influencers to follow programme emphasizes on AI theory, techniques tools... Non-Pervasive in its impacts / PGDip degree course at the School of Science and Technology [ Auto Add! Quizzes to test your knowledge on the subject professionals with a well-rounded education in engineering and Technology, Trent. & Artificial Intelligence Intelligence and Narrow Artificial Intelligence train professionals with a well-rounded education in engineering and,... Offline spaces and offline spaces ratings ) 1,167 Students Created by Julia Mariasova introduction to data science and artificial intelligence ntu quiz happening as we speak a second. And Java IoT, AI and Machine Learning for all ����B���� '' ���!

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