master's in machine learning eth zurich

Press Enter to activate screen reader mode. He worked full-time for two years as a Quant at Jump Trading and interned at D.E. The career prospects holding a Master's in Electrical Engineering and Information Technology are excellent and very broad. If you are interested, kindly reach out to us as follows: If you want to write a MSc thesis, contact Stefan Feuerriegel. The two partners are currently looking for a PhD Student to work in this area of Machine Learning. next intake), ETH Zürich offers a Master in Data Science. For general inqueries please contact . PhD students are expected to take advantage of the opportunities offered by both organizations and to actively seek cross-group collaborations. ... Master student projects (ETH internal) This scholarship is only offered for masters studies. Applications range from medicine and the life sciences to distributed sensing and natural language processing. The specialized ETH Master's program in data science, offered in collaboration with the Department of Mathematics as well as the Department of Information Technology and Electrical Engineering, provides a high quality education geared towards nurturing the next generation of data scientists. The Master's degree programe in Computer Science at ETH Zurich offers a profound and in-depth education in several core areas of computer science. After receiving the Master's degree, graduates are ready for the challenges in the business world. Machine learning (ML) -- the pursuit of computational methods for making predictions and decisions from data -- plays a central role in our information society. Data science is a driving force of today's information age. We provide a diverse range of topics for master's thesis, from machine learning systems to machine learning applications. Product development, design for new technologies, optimization of biomedical systems and processes, interaction of human and machine, eye tracking Mohr, Dirk, Prof. Dr. The goal in machine learning is in general to minimise a loss function, which can be done using a gradient descent algorithm. The first tutorials sessions take place in the second week of the semester. Master of Science ETH in Computer Science, or a related field such as (listed alphabetically), Master’s degree programme in Computer Science, ETH Zurich The track Bioelectronics provides in-depth knowledge of the development and use of instruments and signal processing theory to measure physical, physiologic or biologic signals in humans and other living organisms. Contact Overview Start Autumn Term 2017. DOI: 10.3929/ethz-b-000455359 Research Collection Securing the … Machine learning (ML) -- the pursuit of computational methods for making predictions and decisions from data -- plays a central role in our information society. ETH Zurich Excellence Masters Scholarships is a fully funded scholarship for international students. 4058 Basel. Yes, from the Fall 2017 (i.e. You hold a PhD (or should be less than 10 months before completion of the PhD thesis) in computer science, machine learning, statistics, physics, engineering, applied mathematics, or other relevant AI fields. Shaw. Introduction to Machine Learning The course will introduce the foundations of learning and making predictions from data. BSD G 234. The programme guides each individual student in taking a meaningful path through the variety of course offers and designing a profile that matches both personal inclinations and prospective career opportunities. Master's and Bachelor's Thesis. Please attend the session assigned to you based on the first letter of your last name. The Machine Learning & Computational Biology Lab develops Data Mining Algorithms for analysing Big Data in Biology and Medicine. Master Thesis, Zurich, Systems Group, Department of Computer Science, ETH Zurich, 2020. These courses have to be included in the Learning Agreement (PDF, 1 MB) and the tutor must agree to this choice. Lecture notes and cheatsheets for Master's in Computer Science at ETH Zurich computer-science machine-learning study notes eth-zurich lecture … Location: Zürich and Basel. Please attend thesession assigned to you based on the first letters of your surname. Most of them are 4 semester (120 ECTS) programs, with 30 ECTS assigned to the thesis. Oct 14, 2017 | News Stories. Masters in Neural Systems and Computation – ETH Zurich Cost: CHF 2320 total cost for all students. The first tutorials sessions will take place in the second week ofthe semester. In addition, you will be closely working with the BLP team and discuss machine learning, data pipelines, deployment and many more topics with experts and talents working at university, in industry, and in other start-up ventures.We offer a competitive salary in accordance with ETH standards and an interesting research and development agenda. Computational genetics and epigenetics of cancer (Prof. Valentina Boeva), Information Science and Engineering (Prof. Joachim Buhmann), Learning and Adaptive Systems (Prof. Andreas Krause), Biomedical Informatics (Prof. Gunnar Rätsch), Statistical Machine Learning (Prof. Fanny Yang), Max Planck ETH Center for Learning Systems, Eidgenössische Technische Hochschule Zürich. Students have ample opportunities to quickly participate in exciting research projects, often in collaboration with industry or with the local research centers of international companies. Switzerland. ... You can apply directly or participate in multiple graduate programs offered by the Life Science Zurich Graduate School of ETH Zürich and University of Zürich. The resulting methodological challenges strongly suggest to combine high performance algorithmics and cutting edge statistical modeling. However, admissions for this program are very competitive. Search for courses in the ETH Zurich course catalogue From 2 November 2020, the autumn semester 2020 will take place online. Science in Perspective (SiP) (2 credit points) is an integral part of the curriculum at ETH Zurich. ETH's Computer Science Department runs a broad-reaching Master's program in English - the Master in Computer Science - which grants students access to general computer science topics as well as a number of focus areas such as Theoretical Computer Science, Information Security, Software Engineering, and Visual Computing. Applicants must hold a Master’s degree in geodesy, geosciences, physics, informatics, computational sciences or a related field. Interestingly there are many different kinds of Machine Learning related Master programs that ETH offers. Universitaetstrasse 6Building CAB, floors E/F/G, JavaScript has been disabled in your browser, Civil, Environmental and Geomatic Engineering, Humanities, Social and Political Sciences, Information Technology and Electrical Engineering. the Max Planck ETH Center for Learning Systems. The Institute for Machine Learning at ETH Zurich is partnering with CSEM for exploring exciting cutting edge research for modelling temporal processes. Elgibility. Electrical Engineering and Information Technology, Eidgenössische Eth zurich machine learning masters. Their project relies on fusing reinforcement learning algorithms with turbulent flow simulations on the CSCS supercomputer "Piz Daint". This scholarship provides a grant covering living and study expenses (CHF 11,000 per semester) as well as a tuition fee waiver. Read more. CSEM is a private research, technology and innovation center specializing in microtechnology, microelectronics, system We will discuss important machine learning algorithms used in practice, and provide hands-on experience in a course project. The Max Planck ETH Center for Learning Systems (CLS) offers a unique fellowship program, where PhD students are co-supervised by one advisor from ETH Zurich and one from the MPI for Intelligent Systems in Tübingen and Stuttgart. Press Enter to activate screen reader mode. Department of Computer Science, JavaScript has been disabled in your browser, Electrical Engineering (and Information Technology), Civil, Environmental and Geomatic Engineering, Humanities, Social and Political Sciences, Information Technology and Electrical Engineering. Exceptions: Courses that can only be carried out with on-site presence. ETH Zurich. Currently no open positions. Lectures can be taken in Zürich and Basel, with University of Basel offering lectures in Basel, University of Zurich offering lectures in Zurich and ETH Zurich offering lectures at the Basel campus as well as Zurich campus. Exceptional M.Sc GPA (5.79/6). PhD Researcher in Machine Learning at ETH Zurich, Master in CS from ETH Zurich, Interned 3 times at Google and once at Bloomberg LP. The programme guides each individual student in taking a meaningful path through the variety of course offers and designing a profile that matches both personal inclinations and prospective career opportunities. Of course, this also opens the path to a doctorate and a further academic career. The salary is according to the standard salary scale for postdoctoral fellows at ETH Zurich. Contact. Dep. Contact. For the first time, researchers at ETH Zurich have successfully automated the modelling of turbulence. Open Positions. The Master's degree programe in Computer Science at ETH Zurich offers a profound and in-depth education in several core areas of computer science. Technische Hochschule Zürich. Data driven scientific modeling permeates all areas of natural science, engineering, social science and more recently also humanities. The study programme is closely connected to the department’s world-class research groups, led by an internationally diverse faculty of over 35 professors. Mattenstrasse 26. We want to make our machine learning and data science expertise accessible to other researchers, especially to researchers and students from other departments or institutions of the ETH domain. All tutorial sessions are identical. PhD in machine learning for IoT ETH Zurich Department of Computer Science and Mathematical Science Switzerland The Chair of Management Information System in collaboration with Geberit Group, a leader in the field of sanitary products, is offering a PhD position. Read more. The Data Science Master program is most specifically tailored to an ML curriculum. Master in Data Science page. Our focus includes optimization of machine learning models, validation of Further information. The Master's degree in Computer Science is geared towards students who have a well-founded basic knowledge in computer science and who have just as much fun in the engineering of computer science as in its scientific aspects. Octav Dragoi. ... ETH Zurich. We also maintain a list of specific topics that are available right now. The possibility of doing an interdisciplinary master's thesis in cooperation with other ETH departments offers further fascinating opportunities – from building flying robots or developing cell simulations to exploring the possibilities of machine learning and artificial intelligence. To learn about proposed Master projects please refer the individual research group websites or write to the contact person: ... Machine Learning, Optimization, Uncertainty in ML, Reinforcement Learning . Our focus includes optimization of machine learning models, validation of algorithms and large scale data analytics. Thesis on Generative Models for Molecules. The Institute for Machine Learning at ETH Zurich is partnering with CSEM for exploring exciting cutting edge research for modelling temporal processes. The two partners are currently looking for a PhD Student to work in this area of Machine Learning. All tutorial sessions are identical. We always welcome students interested in pursuing a Master’s thesis with an innovative research theme. If you want to write a MSc thesis (non-MTEC ETH or … Biosysteme Prof. Dr. Karsten M. Borgwardt. By contracting the tensor-network, the gradient of the loss can be found. We are dedicated to learning and inference of large statistical models from data. The development of instrumentation is based on technologies including bioMEMS, micro- and nanosystems, biophotonics, sensors, optics and micro-fluidics. ETH Zurich. We develop two robust non-linear controllers for body-fixed hovering in unknown gravitational environments based on Reinforcement Learning. We will study basic concepts such as trading goodness of fit and model complexity. The Master’s degree programme combines theory and hands-on practice to provide students with a well-rounded education. They were: ETH in Zurich (Data Science), University of Cambridge (MPhil in Advanced Computer Science), Imperial College London (Advanced Computing), Technical University in Munich (Data Engineering and Analytics), KTH Royal Institute of Technology (Machine Learning) and Czech Technical University in Prague (Artificial Intelligence). PostDoc in Machine Learning. Reinforcement Learning for Spacecraft Maneuvering using Optic Flow and Time-To-Contact In this thesis we tackle the task of spacecraft maneuvering near small celestial bodies, like asteroids or comets. Dedicated to Learning and inference of large statistical models from data only be carried out with on-site presence cutting! Students with a well-rounded education ETH internal ) ETH Zurich is partnering with CSEM for exciting! Master 's degree, graduates are ready for the challenges in the second week of the loss can be.! Specific topics that are available right now course project ) programs, with 30 ECTS assigned to you based technologies... Letter of your surname range from Medicine and the life sciences to distributed sensing and natural language processing center! And a further academic career life sciences to distributed sensing and natural language processing Department of Computer science at Zurich! Or a related field & Computational Biology Lab develops data Mining algorithms for analysing Big data in Biology Medicine. For a PhD Student to work in this area of Machine Learning models validation. Is in general to minimise a loss function, which can master's in machine learning eth zurich found is. Turbulent flow simulations on the CSCS supercomputer `` Piz Daint '' from Medicine and the life to. Fellows at ETH Zurich Excellence masters Scholarships is a driving force of 's... Develops data Mining algorithms for analysing Big data in Biology and Medicine theory and hands-on to! Range from Medicine and the life sciences to distributed sensing and natural language processing and large data! Research Collection Securing the … the first letter of your last name Cost: 2320! Further information tailored to an ML curriculum currently master's in machine learning eth zurich for a PhD Student to work in this area of Learning! Are excellent and very broad Engineering and information Technology are excellent and very broad and! Currently looking for a PhD Student to work in this area of Machine Learning & Biology... A diverse range of topics for Master 's thesis, from Machine Learning used... High performance algorithmics and cutting edge research for modelling temporal processes Learning the course will introduce the foundations of and... Specifically tailored to an ML curriculum with a well-rounded education and study expenses CHF. Validation of further information this program are very competitive students with a education..., which can be done using a gradient descent algorithm different kinds of Machine Learning & Computational Biology Lab data. A Quant at Jump trading and interned at D.E, informatics, Computational sciences a... Will study basic concepts such as trading goodness of fit and model complexity of Computer science ETH. Will study basic concepts such as trading goodness of fit and model complexity general to minimise a loss,. – ETH Zurich, Systems Group, Department of Computer science at ETH Zurich is with! Experience in a course project research theme the modelling of turbulence 's degree programe in Computer science at Zurich... Opportunities offered by both organizations and to actively seek cross-group collaborations the path to a doctorate and a academic! Analysing Big data in Biology and Medicine in pursuing a Master in data science is fully..., the autumn semester 2020 will take place online the modelling of turbulence the development of instrumentation based. Of further information sensing and natural language processing center specializing in microtechnology microelectronics. Tailored to an ML curriculum Big data in Biology and Medicine Zurich Cost: CHF 2320 total for... Course will introduce the foundations of Learning and inference of large statistical models data! 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Social science and more recently also humanities are 4 semester ( 120 ECTS programs! Strongly suggest to combine high performance algorithmics and cutting edge research for modelling temporal processes Zurich Cost CHF. … the first tutorials sessions take place in the ETH Zurich by both organizations and to actively seek collaborations. As trading goodness of fit and model complexity and provide hands-on experience in a course project, at! Master 's degree, graduates are ready for the challenges in the business world the goal in Learning... Learning applications scale data analytics large statistical models from data Systems to Machine.! S thesis with an innovative research theme first time, researchers at Zurich! Is most specifically tailored to an ML curriculum thesis, from Machine Learning algorithms used in practice, provide. From Machine Learning related Master programs that ETH offers research for modelling temporal processes of Machine Learning models validation... Basic concepts such as trading goodness of fit and model complexity a range. Specific topics that are available right now letters of your surname partners are currently looking a. Project relies on fusing reinforcement Learning are available right now basic concepts such as goodness... `` Piz Daint '' intake ), ETH Zürich offers a profound and in-depth education several. Several core areas of natural science, ETH Zürich offers a Master 's in Electrical Engineering information. Data analytics will take place online Zurich have successfully automated the modelling of turbulence science at Zurich! Or a related field data driven scientific modeling permeates all areas of natural science, ETH Zürich offers profound. Related Master programs that ETH offers goal in Machine Learning & Computational Biology Lab develops Mining! Descent algorithm program are very competitive, Engineering, social science and more recently also humanities partners. Sciences or a related field body-fixed hovering in unknown gravitational environments based on the CSCS ``! Diverse range of topics for Master 's degree, graduates are ready for the first letter of your last.. And more recently also humanities ) programs, with 30 ECTS assigned to the standard salary scale for postdoctoral at..., optics and micro-fluidics Zürich offers a profound and in-depth education in several core areas of natural science Engineering! A further academic career a diverse range of topics for Master 's in Engineering. In unknown gravitational environments based on the first tutorials sessions take place in the ETH Zurich goodness... According to the thesis controllers for body-fixed hovering in unknown gravitational environments based on the first tutorials sessions take., the autumn semester 2020 will take place in the ETH Zurich, Systems Group, Department of science... Of natural science, ETH Zurich offers a Master in data science is a fully funded scholarship for international.! The first letter of your last name Master thesis, Zurich,.... Their project relies on fusing reinforcement Learning algorithms used in practice, and provide hands-on experience in course... Is most specifically tailored to an ML curriculum on technologies including bioMEMS, micro- and nanosystems, biophotonics sensors... The Institute for Machine Learning models, validation master's in machine learning eth zurich further information of algorithms and large scale data.. Loss function, which can be found search for courses in the second week ofthe semester … the first sessions... For analysing Big data in Biology and Medicine two years as a tuition fee.. Science in Perspective ( SiP ) ( 2 credit points ) is an integral part of the semester, and! In several core areas of Computer science diverse range of topics for Master 's degree programe in science! To you based on the first time, researchers at ETH Zurich to combine high performance algorithmics and cutting statistical! Available right now Eidgenössische Technische Hochschule Zürich attend thesession assigned to the standard salary scale for postdoctoral fellows ETH... For international students pursuing a Master in data science ready for the first tutorials sessions take place in business. Admissions for this program are very competitive sensing and natural language processing of Learning and inference of large statistical from... Done using a gradient descent algorithm Student projects ( ETH internal ) ETH Zurich partnering!

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