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</picture> </div> <div class="hia-title"> <h1>Data Science @ UC Riverside</h1> </div> </div> </div> </div> </div> </div> </div> </div> </div> <div class="grid-container"> <div class="grid-x grid-padding-x grid-padding-y primary-content-header"> <div id="block-ucr-design-1-page-title" data-block-plugin-id="page_title_block" class="cell"> </div> </div> <div class="grid-x grid-padding-x system-admin-controls"> </div> </div> <div id="main-content" class="grid-container full primary-content-area"> <div class="grid-x"> <div class="cell large-auto small-order-3 medium-order-3 large-order-2 pca-content"> <div> <div id="block-ucr-design-1-content" data-block-plugin-id="system_main_block"> <article> <div> <div class="layout layout-one-col grid-container"> <div class="grid-x grid-padding-x"> <div class="cell"> <div class="layout__region layout__region--main"> </div> </div> </div> </div> <div class="layout layout-three-col grid-container"> <div class="grid-x grid-padding-x"> <div class="cell medium-4"> <div class="layout__region layout__region--column-1"> <div data-block-plugin-id="inline_block:basic" class="ucr-custom-block"> <div class="grid-container full" > <div class="grid-x grid-padding-x"> <div class="cell"><h2>About</h2></div> <div class="cell"> <p>Data science is the study of the collection, management, and analysis of data to extract knowledge. It is a multidisciplinary field with core components from Computer Science and Statistics and applications in a variety of empirical disciplines. The Data Science Center at UCR was established to inspire, enable and support cross-disciplinary research and education in Data Science. Located in the <a href="https://mrb.ucr.edu/">Multidisciplinary Research Building (MRB)</a> the Center includes faculty from various departments and colleges across UCR.</p> <quillbot-extension-portal></quillbot-extension-portal> </div> </div> </div> </div> </div> </div> <div class="cell medium-4"> <div class="layout__region layout__region--column-2"> <div data-block-plugin-id="inline_block:basic" class="ucr-custom-block"> <div class="grid-container full" > <div class="grid-x grid-padding-x"> <div class="cell"><h2>Academics</h2></div> <div class="cell"> <p>UCR offers a <a href="/undergraduate">Data Science Undergraduate Major</a> in the <a href="https://www1.cs.ucr.edu">Department of Computer Science and Engineering</a> and in the <a href="https://statistics.ucr.edu/">Department of Statistics</a>. The curriculum draws from both the Computer Science and Statistics disciplines and includes data-focused breadth courses in other disciplines including Biology, Business, Economics, Electrical Engineering, and Earth Sciences.</p> <p>Students from other disciplines can get a <a href="https://datascience.ucr.edu/undergraduate/Data-science-minor">Minor in Data Science</a> .</p> <p>UCR also offers a <a data-entity-substitution="canonical" data-entity-type="node" data-entity-uuid="e6356150-276e-42b0-b68b-901353d0e834" href="/graduate/computational-data-science">Master of Science in Computational Data Science</a>. This in-person MS program is a STEM degree offered through a collaboration between the <a href="https://www1.cs.ucr.edu">Department of Computer Science and Engineering</a> and the <a href="https://www.ece.ucr.edu/">Department of Electrical and Computer Engineering</a>. Its focus is on the computational foundations of Data Science, including Data Mining, Artificial Intelligence, Deep Learning, Natural Language Processing, Big Data, Database Management etc.</p> <p>Other related programs are the <a href="https://engineeringonline.ucr.edu/data-science/?Access_Code=UCR-MSE-SEO2&utm_campaign=UCR-MSE-SEO2">online Master of Science in Engineering with focus in Data Science</a>, offered by the <a href="https://www.engr.ucr.edu/">Bourns College of Engineering</a> and the <a href="https://statistics.ucr.edu/graduate-program/master-science-business-analytics-msba">Master of Science in Business Analytics</a> jointly offered by the <a href="https://statistics.ucr.edu/">Department of Statistics</a> and the <a href="https://business.ucr.edu/">School of Business</a>.</p> <p><quillbot-extension-portal></quillbot-extension-portal></p> <quillbot-extension-portal></quillbot-extension-portal><quillbot-extension-portal></quillbot-extension-portal><quillbot-extension-portal></quillbot-extension-portal><quillbot-extension-portal></quillbot-extension-portal><quillbot-extension-portal></quillbot-extension-portal><quillbot-extension-portal></quillbot-extension-portal> </div> </div> </div> </div> </div> </div> <div class="cell medium-4"> <div class="layout__region layout__region--column-3"> <div data-block-plugin-id="inline_block:basic" class="ucr-custom-block"> <div class="grid-container full" > <div class="grid-x grid-padding-x"> <div class="cell"><h2>Research</h2></div> <div class="cell"> <p>Nowadays, research groups in areas like biology, engineering, physics, material science, astronomy, business, economics, sociology, and political science (to name a few), generate gigabytes to exabytes of data. Data science researchers at UCR work to make sense of these data banks in novel ways by applying domain knowledge and finding statistically and computationally efficient solutions.</p> <p> </p> </div> </div> </div> </div> </div> </div> </div> </div> <div class="layout layout-one-col grid-container"> <div class="grid-x grid-padding-x"> <div class="cell"> <div class="layout__region layout__region--main"> <div data-block-plugin-id="block_content:1c382b12-dbb9-4379-87c8-9818744a7e67" class="ucr-custom-block"> <div class="grid-container full"> <div class="grid-x grid-padding-x"> <div class="cell"><h2>Data Science Seminar Highlights</h2></div> </div> <div class="grid-x grid-padding-x"> <div class="cell"> <p>The Data Science Center holds weekly public seminars in the Multidisciplinary Research Building (MRB) Seminar Room on Fridays from 12:10-1:00PM. If you are interested in getting the seminar announcements, please email vtsotras@ucr.edu (use subject: Data Science Seminars).</p> <quillbot-extension-portal></quillbot-extension-portal> </div> </div> <div class="grid-x grid-padding-x"> <div class="cell"> <div class="grid-container full ucr-articles--block--container"> <div class="grid-x grid-padding-x grid-padding-y small-up-1 medium-up-2 large-up-3 align-center" data-equalizer data-equalize-on="medium" data-equalize-by-row="true"> <div class="cell"> <div class="ucr-articles--block--standard"> <a href="/news/2024/05/31/frontiers-smart-grid-data-availability" target="_self" title="Read more about Frontiers in Smart Grid Data Availability " > <div class="ucr-articles--block--standard--content"> <div class="article-date"> <time datetime="2024-05-31T12:00:00Z">May 31, 2024</time> </div> <div class="article-title"><h2><span>Frontiers in Smart Grid Data Availability</span> </h2></div> <div class="article-summary"> Abstract: Electric power systems have taken drastic advances in deployment of new sensor technologies and communications infrastructure to support opportunities for new data availability in the field of smart grids. New measurement devices are developed and installed at scales in... </div> <div class="article-read-more">Read More »</div> </div> </a> </div> </div> <div class="cell"> <div class="ucr-articles--block--standard"> <a href="/news/2024/05/24/proximal-distance-principle-constrained-estimation" target="_self" title="Read more about The Proximal Distance Principle for Constrained Estimation " > <div class="ucr-articles--block--standard--content"> <div class="article-date"> <time datetime="2024-05-24T12:00:00Z">May 24, 2024</time> </div> <div class="article-title"><h2><span>The Proximal Distance Principle for Constrained Estimation</span> </h2></div> <div class="article-summary"> ABSTRACT: Statistical methods often involve solving an optimization problem, such as in maximum likelihood estimation and regression. The addition of constraints, either to enforce a hard requirement in estimation or to regularize solutions, complicates matters. Fortunately, the rich theory of... </div> <div class="article-read-more">Read More »</div> </div> </a> </div> </div> <div class="cell"> <div class="ucr-articles--block--standard"> <a href="/news/2024/05/10/data-efficient-deep-learning-using-physics-informed-neural-networks" target="_self" title="Read more about Data-Efficient Deep Learning using Physics-Informed Neural Networks " > <div class="ucr-articles--block--standard--content"> <div class="article-date"> <time datetime="2024-05-10T12:00:00Z">May 10, 2024</time> </div> <div class="article-title"><h2><span>Data-Efficient Deep Learning using Physics-Informed Neural Networks</span> </h2></div> <div class="article-summary"> ABSTRACT: A grand challenge with great opportunities is to develop a coherent framework that enables blending conservation laws, physical principles, and/or phenomenological behaviours expressed by differential equations with the vast data sets available in many fields of engineering, science, and... </div> <div 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