ntu machine learning

/* ]]> */. var height = 480; }); 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 new_url = wpvl_paramReplace('height', new_url, height); Awards. Forgot password? Molecular pair offers potential for Parkinson’s Disease treatment, finds NTU Singapore-Harvard study. var height = 480; A Pollen-based ‘paper’ created by NTU holds promise for new generation of natural components. 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 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. { Engineering / Health Sciences & Medicine / Social Sciences / University News. e. Use the available machine learning tools and packages. var height = 480; Read More, ​Mangroves at risk if carbon emissions not reduced by 2050, international scientists predict. }); Reg. height = Math.floor(width * 0.75); Apply Now (Application period from 1 October 2020 to 31 January 2021) Researchers across NTU are spearheading a technological revolution in sectors as diverse as industrial training and medical education. Energy Research Institute @ NTU invites applications for the position of Research Fellow. Master's thesis, Nanyang Technological University, Singapore. Some of the programmes offered by NTU are also eligible for course fee funding. [CDATA[ */ 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. Research Fellow, Energy Analytics/Artificial Intelligence/Machine Learning/DER Management in Electrical & Electronic Engineering, Academic Posts with NANYANG TECHNOLOGICAL UNIVERSITY. [CDATA[ */ $("a#6004258054f37").attr('href', new_url); NTU-Machine-Learning-Techniques. height = Math.floor(width * 0.75); var ratio = 0.75; Sign in. Signals and Systems, NTU EE 2018 Spring. height = Math.floor(width * 0.75); if(width < setwidth) }); Jonathan Ng is a second-year Nanyang Research Scholar at the NTU School of Biological Sciences (SBS), where he is currently working on his Ph.D. project, involving the development of machine learning models to identify the functions of plant genes, such as those involved in the biosynthesis of secondary metabolites. jQuery(document).ready(function($){ var ratio = 0.75; jQuery(document).ready(function($){ 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. Learn with NTU. //console.log("device width "+width+", set width "+640+", ratio "+0.75+", new height "+ height); var new_url = wpvl_paramReplace('width', link, width); } var ratio = 0.75; [CDATA[ */ var new_url = wpvl_paramReplace('height', new_url, height); Abstract: Scholarship. b. $(function(){ var width = $(window).innerWidth(); var link = 'https://www.youtube.com/watch?v=P9EFQEU7bGY&width=640&height=480'; It is subjected to change at any given time. var setwidth = 640; $(function(){ Young and research-intensive, Nanyang Technological University (NTU Singapore) is ranked 13th globally. Read More, Holders of unfavourable attitudes towards genetically modified food likely to be against other novel food technologies, NTU-Harvard team finds. Disclaimer • $(function(){ var setwidth = 640; $(function(){ var setwidth = 640; It is also placed 1st amongst the world’s best young universities. } $(function(){ //console.log("device width "+width+", set width "+640+", ratio "+0.75+", new height "+ height); }); The programme emphasizes on AI theory, techniques and tools to solve real world problems with multiple types of constraints, e.g. var width = $(window).innerWidth(); Machine Learning can be found in facial and voice recognition, language translation and chatbot applications. Read More, ​NTU invents antimicrobial compound used in reusable face masks made by Ghim Li Group. height = Math.floor(width * 0.75); var height = 480; Machine Learning and having it deep and structured (2018,Spring) Machine Learning (2017,Fall) Machine Learning and having it deep and structured (2017,Fall) Machine Learning (2017,Spring) Machine Learning and having it deep and structured (2017,Spring) Machine Learning … var ratio = 0.75; Researchers across NTU are spearheading a technological revolution in sectors as diverse as industrial training and medical education. 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? c. Understand challenges in machine learning. I have worked extensively in Computer Vision and Natural Language Processing (NLP). }); Lee Machine Learning Homework. //console.log(new_url); { All courses are conducted at NTU (main campus)in the evenings of weekdays or Saturdays. var new_url = wpvl_paramReplace('width', link, width); //console.log(new_url); }); My Interests lie broadly in the fields of Deep Learning and Machine Learning. Ranked the world’s top university for citations in AI according to a 2017 list published by Nikkei and Elsevier, NTU has emerged as the perfect partner for Chinese Tech giant... Arts & Humanities / Collaborations / Health Sciences & Medicine / Social Sciences / Technology. }); /* ]]> */. //console.log(new_url); NTUEE60 Scholarship Sep. 2016. Go, a board game that emphasizes strategy, intuition, and pattern recognition, is a mainstay of Machine Learning (ML) research. { //console.log("device width "+width+", set width "+640+", ratio "+0.75+", new height "+ height); }); var setwidth = 640; Nanyang Technological University Data Science & Artificial Intelligence Research Centre@ NTU /* ]]> */. Research Fellow (Signal Processing and Machine Learning) Nanyang Technological University Singapore, Singapore 4 weeks ago Be among the first 25 applicants. Apply the machine learning methods to solve classification, regression and clustering problems. d. Understand machine learning techniques for specific applications. Dean's List Award of NTU(Two-Time) Jun. 6-Jan-2021, Last modified on var new_url = wpvl_paramReplace('height', new_url, height); $("a#600425805500d").attr('href', new_url); [CDATA[ */ Equipped with both theoretical and activity-based learning, this will allow graduates to upgrade their competencies and skills. Email or phone. Holders of unfavourable attitudes towards genetically modified food likely to be against other novel food technologies, NTU-Harvard team finds. Disinfection robot built by NTU Singapore researchers to help fight COVID-19. While machine learning and predictive analytics can provide companies and marketers with an added advantage in their business strategies, more thought must be put into the design of such analytical models, the NTU research team said. ​NTU Singapore scientists and KKH clinicians develop urine test that identifies pregnancy outcome after threatened miscarriage. 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. 200604393R, © 2012 Nanyang Technological University 6-Jan-2021, SCSE Virtual Celebration for Class of 2020, Teaching Laboratories & Infrastructure Services, Master of Science in Artificial Intelligence (MSAI). var width = $(window).innerWidth(); … var ratio = 0.75; var height = 480; var new_url = wpvl_paramReplace('width', link, width); Data mining for KM applications. It is well-recognized that one of the main concerns of using the machine learning methodology lies in the establishment of its training dataset, exploited for training the designed network. ... (Signal Processing and Machine Learning) at Nanyang Technological University. /* delivered by Prof. Hsuan-Tien Lin from NTU, including problem set solutions. /* ]]> */. }); var link = 'https://www.youtube.com/watch?v=1lATyzchT5E&width=640&height=480'; Password Show. create virtual environment $ virtualenv ./ENV enter virtual environment $ source ./ENV/bin/activate if you want to exit virual environment, $ deactivate install dependencies under virtual environment $ pip2.7 install -r requirements.txt var ratio = 0.75; 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. Data Protection and Privacy [CDATA[ */ Machine Learning, NTU GICE 2019 Spring. ^ Co-requisite (can be taken concurrently) * Offered to IEM students in IM code $("a#6004258054f45").attr('href', new_url); I possess eclectic experiences in Technology ranging from core computer science research to software development. Companies are increasingly adopting Machine Learning technologies to solve business problems. var new_url = wpvl_paramReplace('height', new_url, height); var new_url = wpvl_paramReplace('height', new_url, height); var link = 'https://www.youtube.com/watch?v=iWxiulR0kgs&width=640&height=480'; Although artificial intelligence (AI), virtual reality (VR) and augmented reality (AR) might... NTU’s Data Science & Artificial Intelligence Research Centre is churning out the tools and the expertise to decipher big data. Nanyang Technological University, Singapore. 2.1 Notation of Dataset Before going deeply into machine learning… var link = 'https://www.youtube.com/watch?v=sABkww1jk0o&width=640&height=480'; ​NTU invents antimicrobial compound used in reusable face masks made by Ghim Li Group. NTU has about 33,000 students in the colleges of engineering, science, business, education, humanities, arts, social sciences. Our work covers all aspects of NLP research, ranging from core NLP tasks to key downstream applications, and new machine learning methods. var width = $(window).innerWidth(); Learning outcome. Doctoral thesis, Nanyang Technological University, Singapore. var width = $(window).innerWidth(); $("a#6004258055006").attr('href', new_url); //console.log(new_url); ♦ Hướng dẫn Người học sử dụng NTU E-Learning Lưu ý: Trong Tuần học số này, đồng loạt tất cả các Giảng viên và Sinh viên NTU tăng cường ứng dụng Công nghệ thông tin trong giảng dạy và học học theo Thông báo số 651 và 778/TB-ĐHNT, trong đó Nhà trường … 2017. ​Mangroves at risk if carbon emissions not reduced by 2050, international scientists predict. K6315 Information Entrepreneurship . Deeply understand the principles of the classical machine learning methods. /* */. Machine learning-based image demosaicing. Machine learning techniques: decision tree induction, nearest neighbour categorization, Bayesian learning, neural networks, association rules, and clustering. if(width < setwidth) Welcome! Collaborations / Engineering / Social Sciences / Technology. var new_url = wpvl_paramReplace('width', link, width); We are the Natural Language Processing (NLP) Research Group at the Nanyang Technological University (NTU). } a. var new_url = wpvl_paramReplace('height', new_url, height); Course Description Machine learning allows computational systems to adaptively improve their performance with experience accumulated from the data observed. This course aims to provide an introductory but broad perspective of machine learning fundamental methodologies, and show how to apply machine learning techniques to real-world applications. Text and Web mining for unstructured data. Physical presence of spouse alters how parents’ brains respond to stimuli from children, finds NTU Singapore study. var new_url = wpvl_paramReplace('width', link, width); The information is deemed accurate during print. Last modified on //console.log("device width "+width+", set width "+640+", ratio "+0.75+", new height "+ height); In our increasingly complex world, we are witnessing an exponential growth in the treasure trove of human experience. //console.log(new_url); Fig. [CDATA[ */ Machine Learning is a subset of AI, providing machines with the ability to independently access data, apply intelligence, and improve future behaviour from observation and reasoning. Blurring the seams between real and virtual. The digital revolution has made data easy to capture digitally and inexpensive to store. $("a#6004258054ff8").attr('href', new_url); Nanyang Technological University, Singapore © 2019. NTUsg and Rolls-Royce extend research partnership to develop next-gen aircraft propulsion systems. NTU SGUnited Skills Programme (SGUS) NTU SGUnited Mid-Career Pathways Programme (SGUP-CT) NTU Class of 2020 (Graduate Certificate & MiniMasters ™ ) Robot with human-like grip built by NTU Singapore start-up. var height = 480; Nanyang Technological University School of Biological Sciences. height = Math.floor(width * 0.75); jQuery(document).ready(function($){ NTU H.Y. Robots master task of assembling Ikea chair, /* */. Read More, Molecular pair offers potential for Parkinson’s Disease treatment, finds NTU Singapore-Harvard study. { NTU researchers develop sustainable way to create chitin using prawn shells and fruit waste. var ratio = 0.75; /* ]]> */, Machines programmed by engineers in Singapore complete job in just over 20 minutes, Singapore is about to trial full-size driverless buses, /*

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