We seek a candidate who will lead innovative research projects at the crossroads of social and information network analysis, machine learning, computational social science, data mining, and natural language processing. The resulting data will be fed into terrain maps. Nominations of EPFL professors Published: 11.12.20 â The Board of the Swiss Federal Institutes of Technology has announced the appointment of 4 professors at EPFL. Le programme Master en Data science de lâEPFL propose une formation complète, allant des fondations à la mise en Åuvre, des algorithmes à lâarchitecture de base de données, et de la théorie de lâinformation au machine learning. EPFL Data Science Lab. The effort will focus on the areas of energy and the environment, data sciences and digital technologies, and personalized health and related technologies. EPFLâs new Center for Intelligent Systems (CIS) will act as a research promotion platform for bringing together experts in machine learning, data science, computer ⦠As the successful applicant, you will apply data science methods in order to quantify accommodation patterns in a previously collected corpus of WhatsApp conversations. The system is also potentially cheaper and longer-lasting, and overcomes limitations that prevent us from moving away from conventional data storage devices that are rapidly maxing out in capacity and ⦠It is particularly important for those engaged on big data and data analysis projects. Architecture, Civil and Environmental Engineering, Management, Technology & Entrepreneurship, Life Sciences and Technologies - master program, Management, Technology and Entrepreneurship, Micro- and Nanotechnologies for Integrated Systems, Management, Technology and Entrepreneurship minor, Minor in Integrated Design, Architecture and Durability, Urban Planning and Territorial Development minor, Architecture and Sciences of the City (edoc), Chemistry and Chemical Engineering (edoc), Civil and Environmental Engineering (edoc), Computational and Quantitative Biology (edoc), Computer and Communication Sciences (edoc), Robotics, Control and Intelligent Systems (edoc), Introduction to natural language processing. Transformation ... Science for Managers. The Data Science Lab, or dlab for short, is a research group in the School of Computer and Communication Sciences at EPFL in Lausanne, Switzerland. Gestion, Economie & Droit Science & Technique CAS Data Science & Management. You will learn in a highly-interactive environment, through a combination of lectures, demonstrations, exercises, case studies, problems, and visualizations. Content . Using new techniques and big data, companies can greatly improve efficiency in manufacturing, logistics, supply-chain, engineering, finance, telecommunications, transportation, healthcare, urban planning, and many other domains. Our courses are designed to provide deep, effective training that moves you from digital dabbler into the level of knowledge and expertise required to keep you relevant in your current and future roles. Read writing about Data Science in EPFL Extension School. Today, massive amounts of data are available in all areas of science, government and industry. Real-world digital skills - for everyone - in web, mobile and data science. Its mission is to accelerate the adoption of data science and machine learning techniques within academic disciplines of the ETH Domain, the Swiss academic community at large, and the industrial sector. and by generous awards from Google and Facebook. Ask on Slack. Our research aims to make sense of large amounts of data. You will learn the foundational concepts and vocabulary of Data Science, and learn how to ⦠Sublinear algorithms for big data analysis (Cours biennal, donné les années impaires (pas donné en 2020-21)) This class presents basic concepts of Information Theory and Signal Processing and their relevance to emerging problems in Data Science and Machine Learning. and CROSS, Taught on campus at EPFL, the DSFM program balances theory and practice to quickly cover the most-important aspects of Data Science. I am a new computer science master student who mainly took the courses from data analysis specilization. Data Science for Managers â Bootcamp is a 5-day course for managers, engineers, analysts, and technical professionals who need a comprehensive overview of Data Science methods. Why has data science become so critical to organizations? This hands-on course teaches the tools & methods used by data scientists, from researching solutions to scaling up prototypes to Spark clusters. With a new data visualization system involving machine learning now being used at work, he says the course has not only prepared him for new challenges now but also for the future. We distill heaps of raw data into meaningful insights by developing and applying algorithms and techniques in areas including. Applied Data Science: Communication & Visualization is for people who work with data and who want to develop industry-level skills in analyzing and communicating with data, from raw numbers to end product. Massive amounts of data are now generated in all areas of business, science, and government. The SDSC is a joint venture between EPFL and ETH Zurich. Iâm an assistant professor in the School of Computer and Communication Sciences at EPFL, where I lead the Data Science Lab ().. My research aims to make sense of large amounts of data by developing and applying algorithms and techniques in areas including 18 months ago, the ETH Board launched the Initiative for Data Science in Switzerland to accelerate the adoption of data science through both an expansion of education and research, as well as the provision of infrastructure for data science ⦠Visit https://exts.epfl.ch/ to learn more. GitHub Repository. 2020 This programme is organized by the Executive Education HEC Lausanne and EPFL. EPFLâs Masterâs program in Data science offers a comprehensive education, from the foundations to implementation, from algorithms to database architecture, and from information theory to machine learning. You will explore fascinating questions at the intersection of data science and linguistics, in a truly interdisciplinary team consisting of members of the EPFL Data Science Lab and the UNIL Center for Linguistics. Accordingly, the course objectives are three fold: (1) to develop an understanding of how Data Science methods can support decision making in business environments; (2) to gain familiarity with how Data Science tools function through experience in addressing real-word problems and programming real-world solutions; (3) to evaluate the strengths and weaknesses of alternative approaches. Data Science is becoming a critical skill for every company. There are dozens of job openings for CS/DS master students here. EPFL Diploma ; This intermediate-level program will give you hands-on experience in one of the hottest areas of data science. Report an issue. They provide frameworks for signal representation and for fundamental performance bounds. Itâs opened up a new world of personal and professional possibilities. Information Theory and Signal Processing are key underpinnings of Data Science. Microsoft, Our research aims to make sense of large amounts of data. If you’re interested in working with us, get in touch! EPFL Data Science Lab Footer. The Data Science Lab, or dlab for short, is a research group in the School of Computer and Communication Sciences at EPFL in Lausanne, Switzerland. Google, Facebook, Palantir, Microsoft, etc have workshops, on campus interviews. Its mission is to accelerate the adoption of data science and machine learning techniques within academic disciplines of the ETH Domain, the Swiss academic community at large, and the industrial sector. the Swiss National Science Foundation, Data Science is quickly becoming a critical skill for every manager and technical professional in the digital age. HOME. Frequently, the data we analyze is collected on the Web, e.g., using server logs, social media, wikis, online news, online games, etc. Frequently, the data we analyze is collected on the Web, e.g., using server logs, social media, wikis, online news, online games, etc. You will learn the foundational concepts and vocabulary of Data Science, and learn how to ⦠EPFL lab in data science spring 2020. Multimodal Robust Route Planner. For more information. Data Science is quickly becoming a critical skill in the digital age. And if you want to distract yourself for a minute, consider playing our games with a purpose: Our work is partly funded by grants from Youâll learn the techniques and tools for data acquisition, transformation and predictive analysis, ensuring you having a solid foundation in working with the entire data pipeline. Why has data science become so critical to organizations? In the next 10 years, McKinsey projects that over 70% of firms will adopt at least one type of Artificial Intelligence, and AI will add $13 trillion to global GDP. Massive amounts of data are now generated in all areas of business, science, and government. Bioengineers at EPFL have developed a nanopore-based system that can read data encoded into synthetic macromolecules with higher accuracy and resolution than similar methods on the market. The College of Management of Technology @EPFL offers a new 5-day course on September 3-7, 2018. This is something I am now successfully starting to accomplish as a result of what Iâve learnt with the EPFL Extension School. [Note: this call is now closed] Applications are invited for a postdoctoral position in the EPFL Data Science Lab in Switzerland, headed by Prof. Robert West. dlab.epfl.ch, School of Computer and Communication Sciences. Marketing Data & Performance. This course rigorously develops the key notions and methods of statistics, with an emphasis on concepts rather than ⦠Exploited sensibly, such raw data can significantly improve the efficiency of research, services and industries in fields such as healthcare, engineering, finance, telecommunications or urban developments - to name just a few. EPFL is organising the Conference in partnership with the Swiss railway operator SBB. • Data Science & Management. Description. The goal of the Data Science and Mobility Conference is to look at specific examples to find out what role data science has to play in tackling the challenges facing the mobility of the future. Innovation in Data sciences & IoT IEL laboratories have addressed the fundamental challenge of massive data availability to learning algorithms, which is captured by the following computational dogma: Running time of a learning algorithm increases with the size of the data. " As a data scientist, my goal was to learn how to scale up a model so I could bring it from my computer to a wider audience. There are too many startups on campus and in the city as well. As a professional, it will help you understand DataScience to better manage technical experts in the field. The Swiss Data Science Center is a joint venture between EPFL and ETH Zurich. A national initiative for Data Science. As such, the most innovative companies are rapidly developing new capabilities in machine learning and data science. Statistics lies at the foundation of data science, providing a unifying theoretical and methodological backbone for the diverse tasks enountered in this emerging field. This page lists the Swiss Data Science Center projects available to EPFL students. Contribute to neeraj71/EPFL-Data-Science development by creating an account on GitHub. Learning the Foundations of Data Science with the EPFL Extension School has done more than that. • Reader Interactions. 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