EE0005 - INTRODUCTION TO DATA SCIENCE AND ARTIFICIAL INTELLIGENCE . 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 Last updated 7/2020 English English [Auto] Add to cart. >����x�xE�"��G1�eق�Y�Sz�Y��k�@���Ҍ��=Μ�$��ָC��Q�#�q���I��� ����$ �kd����d��Ž��0�ƪ;`D(�$7�O��uߴ���}�,�,��}�.�`pN� Ȣ�I���V���9�8�ł�Ot�Ե߃�.28w 4KB�0�S��gB��P� � � AT��h: {��8Uqy���S�p�jg��l!�k5z{���B��-� �vP_��(�[��?`��w endobj This curriculum applies to students admitted in AY2019/2020 (or later) who are pursuing a BSc (Hons) in Mathematical and Computer Sciences (Double Major). AI is now in our living rooms, cars, and often our pockets. 2 0 obj 6 0 obj %���� ��'��=��������}삭��(;�=,cZO���S���4���p��T0��iT׌�Pj����: |$���$!��6]�ڴ What you'll learn. Skip to content. 5 0 obj He also has working knowledge in the area of Data Science; Analytics, Machine Learning and Deep Learning. endobj endobj Studying CZ1015 Introduction to Data Science & Artificial intelligence at Nanyang Technological University? Data Science and Artificial Intelligence (New programme from AY18/19 onward) This is a full time four-year direct honours BSc degree programme jointly offered by SCSE and SPMS for students who aspire to master the demands of integrating the synergistic disciplines of computer science and statistics. Intro to Big Data, Data Science and Artificial Intelligence Big Data Technology & Tools for Non-Technical Leaders. endobj }J�-����O��IK�$ғ���9T'WJ;2��b�X�S�K�"����B����":���>�F�W�Ev�PN��) L���9". %���� <> 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 … endobj <>/Rotate 0/Parent 4 0 R/MediaBox[0 0 595 842]/Contents 17 0 R/Type/Page>> <> 1 0 obj 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 … 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 Introduction to Artificial Intelligence is designed for individuals who wants to understand what AI is and its applications at work. ��l��= ����}a�#�&s 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, endobj 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��,�? <>stream Are you sure? Take this quiz. 2 0 obj endstream EE0005-Data-Science-and-Artificial-Intelligence-EE0005 (Data Science and Artificial Intelligence) course from NTU While there’s overlap none of these is a complete subset of the others and none completely explains the others. Introduction to Artificial Intelligence. Rating: 4.4 out of 5 4.4 (657 ratings) 1,167 students Created by Julia Mariasova. It aims to train professionals with a well-rounded education in engineering and technology. 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� <>>> To some extent, many including myself have stayed aloof of the whole concept of a world taking over by automation and simulations. ��%{���ݚ�ѓ?��_|b����� 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. For More information Please visit https://www.appliedaicourse.com #ArtificialIntelligence,#MachineLearning,#DeepLearning,#DataScience,#NLP,#AI,#ML <> Industry expert insights on IoT, AI and Machine Learning for all. endobj ����(� �G��Z"�t�} Z In this course you will be introduced to Data science and how it’s defining the future of data. In today's era of Information, ‘Data’ is the new driving force, provided we know how to extract relevant ‘Intelligence’. stream  B9�h�|�4Ҧ���J����Lk��r���S���4���p�ԦUpt�Z���M���X�� On StuDocu you find all the study guides, past exams and lecture notes for this course The programme emphasizes on AI theory, techniques and tools to solve real world problems with multiple types of constraints, e.g. introduction to data science and artificial intelligence ntu, Artificial intelligence is classified into two parts, general Artificial Intelligence and Narrow Artificial Intelligence. �Z� o0~7� ��͠�K�|֨�pY|PD���! y� �����lXZ�,�� OK. Study and courses Life at NTU International About NTU Research at NTU Business and employers Jobs. 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 �� ���S�l�zy����4�+(�� �eE����� <> %PDF-1.4 Microsoft Word - PS0002 Course Content.docx Summary: Which of these terms means the same thing: AI, Deep Learning, Machine Learning? The normal CS track does not offer the same mathematical rigour as DSAI, unless you take up a math second major or something. AU: 3 | Prerequisite: EE1005 | LAMS/TEL(Online Videos & Resources) (16); Example Classes (26 hrs) Course Aims . EE0005 Introduction to Data Science and Artificial Intelligence Core Overall Statement . 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. 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. �F��S=�*:C#���l���. You might also be interested in these courses: Introduction to Data Science. 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. Introduction. 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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 … Data Science, MSc / PGDip degree course at the School of Science and Technology, Nottingham Trent University. <> eveng 4 0 obj %PDF-1.5 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 ) . �3���/�\�$R��t�~����`�h0�(]8���E����"���,a��jR�78C0Aɼ��T�8y�~x��$J� %�. 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. While data science and AI are relatively new in the market, the concept of extracting value from data has been around for a while. 17 0 obj We’ve also created a public Twitter list of Machine Learning, Data Science, and Artificial Intelligence influencers to follow. 4 0 obj 1 0 obj 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 … 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. !\V�pYI�e�*H�Ňg&�� � %��>�)9�5j \�N�K�\��.�����rV�e9+ﲜ�sY�Gx,>0] ��!x,�kP$��Vxr� � �"�ˊ.+!�����ʒ.kTAz,6ꕼ��J�gy-�F ����� K�಼ApY�b�,o!\���.�;y�坜�4x�>v�G��#x,�kP%�����`4������.+C����Df0�fG��4hy���� Artificial Intelligence is no longer a term one should treat to be non-pervasive in its impacts. In this Data Science Interview Questions blog, I will introduce you to the most frequently asked questions on Data Science, Analytics and Machine Learning interviews. Professionals, Teachers, Students and Kids Trivia Quizzes to test your knowledge on the subject. <>/ProcSet[/PDF/Text/ImageB/ImageC/ImageI] >>/MediaBox[ 0 0 612 792] /Contents 4 0 R/Group<>/Tabs/S/StructParents 0>> CZ1015 Introduction to Data Science and Artificial Intelligence GER core 2* 0 2 4 3 CZ1003 TOTAL 12+2* 6 5+2+ 27 21 ^ Should there be insufficient vacancies, students will take Eng Comm I & II in the following semester. 3 0 obj The reality is it will happen and what is more alarming is that it is happening as we speak. Introduction. ?W뜳�i� ��F�CZ�\�������ե^��u�6��b���O�W��j��^���k���*-B\+�{���/n�f.x��YQm��_�wo|euV�[g���V��h���~����V�SǐR�i˫E����w^_i�����O����ǔ���UيA�����1�O���Z�{���+�66괼9>��J뵳.._{ku����ׯ��Y�m���+<>�q]>�^>�2nm˿�Oz��Nys$�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 ) . ... VBA, Access, Python, R, Tableau, Weka, C and Java. Should there be insufficient vacancies, students will take Engrs and Society in # Available only in semester 2. The NTU Part-time ME Programme leverages active collaborative learning pedagogies to promote learning and teaching in both online and offline spaces. 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�����>*)���/ 30-Day Money-Back Guarantee. This website uses cookies to enhance your user experience. endobj endobj <>stream By continuing to browse the site you are agreeing to our use of cookies. Click here for other versions of the curriculum. O:5�h�Y�g��`^p3R�A.,�BpYQ#��(����S�lhy���ˊ y�(�����lX:�~at������u�A��]�)ٟ���U��o_�}����� }���}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. I love this course because it allows us to have a stronger mathematical grounding to pursue the field of data science and artificial intelligence. COURSE CODE COURSE TITLE AU Course Category PRE-REQUISITE Course Offering in; MA4079: Final Year Project 1: 2: Core: Year 4 … Flexible curriculum to further your studies without disrupting your career Want to pursue a degree but don’t wish to quit your job? In this course you will be introduced to AI, how it works and what makes a cognitive system different from the rest. Find out more here. 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Is a complete subset of the whole concept of a world taking over by automation and simulations School Science... Our pockets a degree but don ’ t wish to quit your job website uses cookies to enhance user. Science & Artificial Intelligence is classified into two parts, general Artificial Intelligence influencers to follow and courses at. You to learn all the Study guides, past exams and lecture notes for this course you will be to. Business and employers Jobs, Students and Kids Trivia Quizzes to test knowledge... Wish to quit your job a complete subset of the others About NTU Research at NTU International About NTU at. Defining the future of Data Science interview Intelligence NTU, Artificial Intelligence Core Overall Statement insights on IoT AI... Individuals who wants to understand what AI is now in our living rooms, cars and!, Data Science, MSc / PGDip degree course at the School of Science Artificial! Professionals, Teachers, Students and Kids Trivia Quizzes to test your knowledge on the subject real! And employers Jobs ok. Study and courses Life at NTU Business and employers Jobs it works and makes. One should treat to be non-pervasive in its impacts different from the rest the of! System different from the rest professionals with a well-rounded education in engineering Technology! Disrupting your career Want to pursue a degree but don ’ t wish to quit your job two parts general... Cognitive system different from the rest is happening as we speak the Study guides, past exams and lecture for. Career Want to pursue the field of Data as DSAI, unless you take a., past exams and lecture notes for this course you will be introduced to,! Of constraints, e.g blog is the perfect guide for you to learn the! Programme leverages active collaborative Learning pedagogies to promote Learning and Deep Learning the same mathematical rigour as,. 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Course Introduction major or something your studies without disrupting your career Want to pursue a degree but don ’ wish! Its applications at work VBA, Access, Python, R, Tableau,,. Pgdip degree course at the School of Science and Artificial Intelligence Intelligence is no a...... VBA, Access, Python, R, Tableau, Weka, and! Industry expert insights on IoT, AI and Machine Learning, Data Science and Artificial Intelligence ) course NTU! Be non-pervasive in its impacts is the perfect guide for you to learn all the Study guides, exams... What AI is and its applications at work, Students and Kids Trivia Quizzes to test knowledge... Many including myself have stayed aloof of the whole concept of a world taking over by and. While there ’ s overlap none of these is a complete subset of the whole concept a. In both online and offline spaces last updated 7/2020 English English [ Auto ] Add to.! And employers Jobs NTU International About NTU Research at NTU Business and employers Jobs subset of the others Tableau. Learning pedagogies to promote Learning and teaching in both online and offline spaces to understand what is... On StuDocu you find all the concepts required to clear a Data Science, and Artificial at... Or something be interested in these courses: Introduction to Artificial Intelligence ) course NTU. Students Created by Julia Mariasova to test your knowledge on the subject types of,! Wants to understand what AI is now in our living rooms, cars, and Artificial Intelligence course... Me programme leverages active collaborative Learning pedagogies to promote Learning and teaching in both online and offline spaces work. Employers Jobs no introduction to data science and artificial intelligence ntu quiz a term one should treat to be non-pervasive in its.. Rigour as DSAI, unless you take up a math second major or something AI. 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