/* ]]> */, Machines programmed by engineers in Singapore complete job in just over 20 minutes, Singapore is about to trial full-size driverless buses, /* */. The aim of the course is to introduce principles of machine learning methods in general, to give an understanding of basic mechanisms underlying various specific methods. $(function(){ /* delivered by Prof. Hsuan-Tien Lin from NTU, including problem set solutions. MODULE 1B: COMPUTER VISION AND MACHINE LEARNING Focusing on Computer Vision and Machine Learning, the two currently dominating AI technologies where NTU’s research strengths lie in, this module introduces the general development and the up-to-date innovations of AI technologies, and their applications in business. Sign in. Data Protection and Privacy ​NTU invents antimicrobial compound used in reusable face masks made by Ghim Li Group. One of the most famous ML breakthroughs occurred in 2016, when the AlphaGo program defeated Lee Sedol, the top-ranked human Go player at the time, winning four out of the five games played. jQuery(document).ready(function($){ Email or phone. var height = 480; var width = $(window).innerWidth(); Researchers across NTU are spearheading a technological revolution in sectors as diverse as industrial training and medical education. /* */. /* ]]> */. { var setwidth = 640; Disclaimer • To access and utilise the entirety of data and information on the collective heritage of humanity, traditional disciplinary knowledge needs to be directed toward a formal science of heritage. //console.log(new_url); var new_url = wpvl_paramReplace('width', link, width); var new_url = wpvl_paramReplace('height', new_url, height); var link = 'https://www.youtube.com/watch?v=P9EFQEU7bGY&width=640&height=480'; Read More, Catching electrons while they are still hot, Space radars show mountain moved by nuclear tests, Coral chronicles the Indian Ocean’s ups and downs, Rapidly rising seas could swamp mangroves, Hormone-like substances could slow Parkinson’s disease, Flat-pack heaven? var height = 480; Read More, ​Mangroves at risk if carbon emissions not reduced by 2050, international scientists predict. NTUsg and Rolls-Royce extend research partnership to develop next-gen aircraft propulsion systems. Our work covers all aspects of NLP research, ranging from core NLP tasks to key downstream applications, and new machine learning methods. 1 shows an example of two-class dataset. var new_url = wpvl_paramReplace('height', new_url, height); My Interests lie broadly in the fields of Deep Learning and Machine Learning. height = Math.floor(width * 0.75); var setwidth = 640; if(width < setwidth) Reg. Password Show. As Dr Vivian Balakrishnan urged on 12 Oct that locals should be equipped with deep expertise and technology in areas such as Artificial Intelligence, Big Data and Machine Learning in order to grasp the new opportunities in these emerging fields. All courses are conducted at NTU (main campus)in the evenings of weekdays or Saturdays. The core courses focus on the foundations of AI knowledge, such as machine learning and deep learning, while a wide range of elective courses in different domains, such as image, video, text and IoT data are available to deepen understanding and knowledge in this specialisation. var link = 'https://www.youtube.com/watch?v=nP51o4iTjWU&width=640&height=480'; 200604393R, © 2012 Nanyang Technological University No. Lee Machine Learning Homework. var new_url = wpvl_paramReplace('width', link, width); [CDATA[ */ Nanyang Technological University School of Biological Sciences. /* ]]> */. and Ph.D. degrees from National Taiwan University (NTU), Taipei, Taiwan, in 2010 and 2012, respectively. Speech Processing and Machine Learning Laboratory (at 博理館 R508) ... 李宏毅 (Hung-yi Lee) received the M.S. } }); Message from Professor Lam Khin Yong on shaping the future through research, COVID-19 / Engineering / Health Sciences & Medicine, COVID-19 / Engineering / Health Sciences & Medicine / Technology, Stopping a novel coronavirus in its tracks, Democratising SARS-CoV-2 diagnostics: Prof Eric Yap, ​NTU Singapore scientists and KKH clinicians develop urine test that identifies pregnancy outcome after threatened miscarriage. } I have worked extensively in Computer Vision and Natural Language Processing (NLP). Energy Research Institute @ NTU invites applications for the position of Research Fellow. Ch01-Linear Support Vector Machine Ch02-Dual Support Vector Machine Ch03-Kernel Support Vector Machine Ch04-Soft-Margin Support Vector Machine e. Use the available machine learning tools and packages. var link = 'https://www.youtube.com/watch?v=FMiHAz4Vbr0&width=640&height=480'; Click on the respective schools below to learn more about the programmes: All Rights Reserved. In other words, each trimester is split into two halves. var link = 'https://www.youtube.com/watch?v=sABkww1jk0o&width=640&height=480'; }); Holders of unfavourable attitudes towards genetically modified food likely to be against other novel food technologies, NTU-Harvard team finds. Dean's List Award of NTU(Two-Time) Jun. [CDATA[ */ The programme emphasizes on AI theory, techniques and tools to solve real world problems with multiple types of constraints, e.g. Read More, Molecular pair offers potential for Parkinson’s Disease treatment, finds NTU Singapore-Harvard study. NTU SGUnited Skills Programme (SGUS) NTU SGUnited Mid-Career Pathways Programme (SGUP-CT) NTU Class of 2020 (Graduate Certificate & MiniMasters ™ ) /* ]]> */. /* ]]> */. Text and Web mining for unstructured data. var ratio = 0.75; var height = 480; //console.log("device width "+width+", set width "+640+", ratio "+0.75+", new height "+ height); var new_url = wpvl_paramReplace('height', new_url, height); $(function(){ /* delivered by Prof. Lin... Security, Interface of Biology and Engineering ( Engineering in Biology ) graduates upgrade... ( Engineering in Biology ) how parents ’ brains respond to stimuli from children, finds NTU Singapore.! Self-Learning notes on < machine learning ) at Nanyang Technological University learning ) at Nanyang Technological University Singapore... Principles of the classical machine learning master task of assembling Ikea chair, / * < fields of Deep and... Lie broadly in the MSc in FinTech programme is an intensive 1-year full-time or 2-year part-time programme by coursework in! 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