The study of psychology draws upon empirical research with both humans and animals to investigate and seek explanations for the behavior and mental life of individuals and develop assessment tools and treatment options for addressing clinical problems. 617.373.2000 Students may takeone electiverelated to computation or information from a preapproved list of courses offered across the university rather than from within Khoury. Data science research impacts a broad range of disciplines striving to drive society forwardfrom basic science and engineering to political and social science to human health. Machine Learning and Data Mining 2. Provost and Senior Vice President for Academic Affairs, Chancellor and Senior Vice President for Learning, Senior Vice President for External Affairs, Senior Vice President for University Advancement, Senior Vice Provost and Senior Vice Chancellor, Senior Vice President for Finance and Treasurer, Senior Vice Provost and Chief Inclusion Officer, Senior Vice President and General Counsel, Senior Advisor for Global Student Experience, Senior Advisor for Diversity and Inclusion, Senior Advisor for Enterprise Learning Partnerships, College of Social Sciences and Humanities, DAmore-McKim School of Business (interim), Barnett Institute for Chemical and Biological Analysis, Chemical Imaging of Living Systems Institute, Institute for the Wireless Internet of Things. Undergraduate Tuition Fees College of Professional Studies Bachelor's Completion Program Tuition Graduate Program Tuition Fees (4 Hours). Khoury College of Computer Sciences is committed to building and fostering a diverse, inclusive environment. Our real-world research, outstanding faculty, distinguished speakers, dynamic alumni, and diverse students tell their storiesand make the news. | This allows students to integrate the minor with a course in their own major or with a course in another area of interest. | This program is designed specifically for students with an undergraduate degree in an unrelated field and provides the foundational knowledge and experience necessary to begin a . Covers: working with tensors and applied linear algebra in standard numerical computing libraries (e.g., NumPy); processing and integrating data from a variety of structured and unstructured sources; introductory concepts in probability, statistics, and machine learning; basic data visualization techniques; and now standard data science tools such as Jupyter notebooks. Covers lists, arrays, trees, hash tables, etc. 2022-2023 Northeastern University Khoury College of Computer Sciences is committed to building and fostering a diverse, inclusive environment. Offers an opportunity to conduct introductory-level research or creative endeavors under faculty supervision. Considers complexity theory and hardness of large-scale data storage and retrieval. Our masters programs combine academic rigor, research excellence, and meaningful experiential opportunities. All undergraduate students are required to complete theUniversitywide Requirements. At any point in the Align journeyand at any of our network of campusesKhoury advisors, resources, and opportunities support your path to a career in tech. Modern facilities, seamless systems, and innovative labs and spaces empower our faculty and students to conduct cutting-edge research. Intrigued by a Khoury College and Northeastern undergraduate education? Our institutes and research centers bring together leading academic, industry, and government partners, to harness the power of computing. You'll enrich your skill set, expand your network, and enhance your professional potential as we prepare you to lead in a dynamic, data-driven world. Complete all courses listed below unless otherwise indicated. 617.373.2000 Opens New Window. 617.373.2000 (4 Hours). Khoury College doctoral students can also pursue research opportunities with industry partners. Every day we strive to create programs that welcome diverse students into CS. Prerequisite(s): DS4400 (may be taken concurrently) with a minimum grade of D-, DS4970. At Khoury College of Computer Sciences, we develop new methods and tools for effective data storage, retrieval, visualization, and interpretation. Khoury College undergraduate students gain broad exposure, deep expertise, and invaluable experiencepreparing you for a wide range of 21st-century careers. CS crosses every discipline and industry. 2022-23 College of Professional Studies Undergraduate PDF, Accelerated Bachelor/Graduate Degree Programs, College of Social Sciences and Humanities, College of Professional Studies Undergraduate, 360 Huntington Ave., Boston, Massachusetts 02115, The ability to collect, store, prune, process, and transmit large amounts of data in the cloud, The convergence of programming, statistics, artificial intelligence, and visualization as complementary tools for the analysis and understanding of data. Prerequisite(s): CS2510 with a minimum grade of D- or DS2500 with a minimum grade of D-, Attribute(s): NUpath Analyzing/Using Data, NUpath Natural/Designed World, DS3500. Wherever you are on the Khoury graduate school journey, our advisors, information resources, and opportunities will help you forge an individualized path. Minimum2.000GPA required in all CS, CY, DS, and IS courses, Minimum2.000GPA required in business courses. . The Bachelor of Science in Data Science studies the collection, manipulation, storage, retrieval, and computational analysis of data in its various forms. Work on research with faculty is central to the PhD experience. One such tool, Cardinal, developed for statistical analysis of mass spectrometry-based imaging experiments, received the 2015 John M. Chambers Statistical Software Award of the American Statistical Association. Requires programming in Python, JavaScript, HTML, and CSS. Complete all courses listed below unless otherwise indicated. Data science research impacts a broad range of disciplines striving to drive society forwardfrom basic science and engineering to political and social science to human health. The Bachelor of Science in Data Science studies the collection, manipulation, storage, retrieval, and computational analysis of data in its various forms, including numeric, textual, image, and video data from small to large volumes. Minimum 2.000 GPA required in all CS, CY, DS, and IS courses. How can we address the unique challenges of our increasingly data-driven society? DS2000. The Cognitive and Brain Sciences Graduate program is happy to sponsor a number of invited speakers during the academic year. Students learn in modern classrooms, collaborative meeting rooms, and cutting-edge labs and research spaces. | 2022-2023 Northeastern University Explores the features, capabilities, and underlying design of popular data analysis and visualization frameworks. 2022-2023 Northeastern University | Events across our network of campuses enrich the educational experience. Experiential Education Directed Study. Choose courses within the following ranges: Intermediate and Advanced Math Requirement. Topics may vary from offering to offering. Covers the design and evaluation process of visualization creation, visual representations of data, relevant principles of human vision and perception, and basic interactivity principles. Overview As leveraging data has become increasingly important across the professional world, demand for experts in analytics has surged. Uses case studies to survey key concepts in data science with an emphasis on machine-learning (classification, clustering, deep learning); data visualization; and natural language processing. Khoury College faculty and students are doing impactful work across disciplines. 2022-23 College of Professional Studies Undergraduate PDF. | Discusses the programmatic retrieval of data from application programming interfaces (APIs) and from databases. 617.373.2000 Data Science Thesis Continuation. The nations first computer science college, established in 1982, Khoury College has grown in size, diversity, degree programs, and research excellence. Requires multiple projects combining interdisciplinary subjects. All undergraduate students are required to complete theNUpath Requirements. Offers independent work under the direction of members of the department on a chosen topic. The PDF will include all information unique to this page. 360 Huntington Ave., Boston, Massachusetts 02115 For information regarding tuition and fees for students studying at Canadian campuses, please click here. | Developed statistical methods and software for modern biotechnologies, which study complex biomolecular systems on a large scale. Offers students an opportunity to prepare an undergraduate thesis under faculty supervision. A grade of C or higher isrequired for all BIOL, CHEM, HLTH, HSCI, MATH, and PHTH courses. Our world increasingly relies on data and computing to create knowledge, to make critical decisions, and to better predict the future. 2022-23 College of Professional Studies Undergraduate PDF. Khoury College is proud of our collaborative, inclusive community. Opens New Window. We are here to support you at every turn. Offers students an opportunity for internship work. Complete eight credits of CS,CY, DS, or IS classes that are not already required. Master's students deepen their expertise through project work, professional work experiences and research assistantships. The data science and mathematics combined major combines computer science, data science, and mathematics into an integrated curriculum. Opens New Window Junior/Senior Honors Project 1. 2021-2022 All tuition and fees are subject to revision by Northeastern University's Board of Trustees. Junior/Senior Honors Project 2. All undergraduate students are required to complete theNUpath Requirements. Explains the data analytics pipeline and how to apply programming at each stage. Computer science is everywhere. Contact Us Have a question? The PDF will include all information unique to this page. (4 Hours). | Studies how to model multidimensional data. 2022-2023 Edition Overview Program Requirements Plan of Study The data science and business combined major integrates a technical degree with the theory and practice of management through active learning, problem-driven research, corporate partnerships, and experiential assignments. Research projects, designed and led by Khoury Colleges world-class faculty, engage students and other researchers in producing new knowledge. Choose courses within the following ranges: Complete 24 credits of general electives. 360 Huntington Ave., Boston, Massachusetts 02115 Also complete any corequisite labs, recitations, clinicals, or tools courses where specified. Focuses on second semester of in-depth project in which a student conducts research or produces a product related to the students major field. Also complete any corequisite labs, recitations, clinicals, or tools courses where specified and complete any additional courses needed beyond specific college and major requirements to satisfygraduation creditrequirements. Studies data types and a wide range of visual data encodings and representations. Data Science has emerged as a vital discipline. + 95% of the graduating class of 2020-21 participated in co-op. Lectures may include additional topics, including visualization, communication, and data science ethics. Minimum2.000GPA required in all CS, CY, DS, and IS courses. Chemical Engineering and Computer Science, BSChE, Civil Engineering and Computer Science, BSCE, Computer Engineering and Computer Science, BSCmpE, Computer Science and Behavioral Neuroscience, BS, Computer Science and Business Administration, BS, Computer Science and Cognitive Psychology, BS, Computer Science and Communication Studies, BS, Computer Science and Criminal Justice, BS, Computer Science and Environmental and Sustainability Sciences, BS, Computer Science and Game Development, BS, Computer Science and Music with Concentration in Music Technology, BS, Computer Science and Political Science, BS, Cybersecurity and Business Administration, BS, Data Science and Behavioral Neuroscience, BS, Data Science and Business Administration, BS, Data Science and Ecology and Evolutionary Biology, BS, Data Science and Environmental and Sustainability Sciences, BS, Data Science and International Affairs, BS, Accelerated Bachelor/Graduate Degree Programs, College of Social Sciences and Humanities, College of Professional Studies Undergraduate, 360 Huntington Ave., Boston, Massachusetts 02115, Professional Development for Khoury Co-op, Information Presentation and Visualization, Large-Scale Information Storage and Retrieval, First-Year Writing for Multilingual Writers, Advanced Writing in the Technical Professions, Interdisciplinary Advanced Writing in the Disciplines, Learning Principles and Behavior Analysis, Laboratory in Life-Span Emotional Development, Quantitative Topics in Psychology and Behavioral Neuroscience, Engaging with the Natural and Designed World, Conducting Formal and Quantitative Reasoning, Demonstrating Thought and Action in a Capstone. This new initiative aims to solve risks to privacy and personal data with a collective, grassroots effort, emphasizing transparency and accountability. Intrigued by a Khoury College and Northeastern undergraduate education? | Additional assigned readings survey topics in ethics, model bias, and data privacy pertinent to today's big data world. Emergency Information Continues with supervised and unsupervised predictive modeling, data mining, and machine-learning concepts. myNortheastern Opens New Window, Privacy Policy Practical Neural Networks. 360 Huntington Ave., Boston, Massachusetts 02115 Opens New Window. Covers common learning algorithms, including dimensionality reduction, classification, principal-component analysis, k-NN, k-means clustering, gradient descent, regression, logistic regression, regularization, multiclass data and algorithms, boosting, and decision trees. The data science and business combined major integrates a technical degree with the theory and practice of management through active learning, problem-driven research, corporate partnerships, and experiential assignments. DS4996. Complete all courses listed below unless otherwise indicated. MS in Data Science Data drives. Our masters programs combine academic rigor, research excellence, and meaningful experiential opportunities. Every day we strive to create programs that welcome diverse students into CS. Emphasizes good programming practices for both static and interactive visualizations. (4 Hours). Emphasizes the overall data science process, including identification of the scientific problem, selection of appropriate machine learning methods, and visualization and communication of results. At our regional campuses, located in industry and tech hubs, Khoury College offers strong academic programs in vibrant cities to live, work, and study. (4 Hours). Data Science Data Science, BS Data Science, Minor Khoury Combined Majors Accelerated Bachelor/ Graduate Degree Programs College of Engineering Bouv College of Health Sciences College of Science College of Social Sciences and Humanities Faculty Appendix Networks ensure code runs securely and seamlessly, equipment is modern and robust, and our skilled systems team manages support and upgrades. Our real-world research, outstanding faculty, distinguished speakers, dynamic alumni, and diverse students tell their storiesand make the news. Our institutes and research centers bring together leading academic, industry, and government partners, to harness the power of computing. Modern facilities, seamless systems, and innovative labs and spaces empower our faculty and students to conduct cutting-edge research. Khoury College undergrads pursue relevant work, research, global study, and service experiences that help them grow. Associate Professor, Affiliate Faculty with the Department of Electrical and Computer Engineering, Professor, Dean of Inclusive Computing, Northeastern University, Founding Executive Director, Center for Inclusive Computing, Sy and Laurie Sternberg Interdisciplinary Associate Professor, Director - BS in Data Science Program, Interdisciplinary research for a data-driven world, Competing Risks Analysis of MLB Draft Data, Table-as-Query: Unifying Data Discovery and Alignment, MSstats and Cardinal: Next Generation Statistical Mass [], Foodome: Connecting Polyphenols to Health, Explaining Dataset Changes for Semantic Data Versioning [], Semantics-aware Dataset Discovery from Data Lakes with [], Information access equality on generative models of com [], 440 Huntington Avenue, 202 West Village H. In a world where computer science (CS) is everywhere, CS is for everyone. (4 Hours). $56,500 Tuition and fees $17,810 Room and board Source: northeastern.edu/admissions/cost Experiential Learning Northeastern integrates global experience into learning at the undergraduate, graduate, and doctoral levels. Advanced Programming with Data. Integrates the use of data analytics libraries and tools. Khoury College faculty are leaders in their fields and are regularly published, recognized, and awarded for their research and work in their fields. Also complete any corequisite labs, recitations, clinicals, or tools courses where specified and complete any additional courses needed beyond specific college and major requirements to satisfygraduation creditrequirements. Northeastern is committed to intensive research and experiential learning for students at all levels. (4 Hours). DS4997. Work on research with faculty is central to the PhD experience. TTY 617.373.3768 myNortheastern Opens New Window, Privacy Policy Advisors and faculty will help you navigate the PhD path at Khoury Collegefrom research spaces and interdisciplinary projects to student life and resources. The program combines computer science, information science, mathematics, statistics, and probability theory into an integrated curriculum that is designed to prepare students for careers or graduate studies in Big Data analysis, data science, and data analytics. Northeastern University is an equal opportunity employer, seeking to recruit and support a broadly diverse community of faculty and staff. (4 Hours). Uses tools and libraries to analyze data sets, build predictive models, and evaluate the fit of the models. Events across our network of campuses enrich the educational experience. Advisors and faculty will help you navigate the PhD path at Khoury Collegefrom research spaces and interdisciplinary projects to student life and resources. Offers an introductory course on fundamentals of programming and data structures. New members at every level are always welcome. at Northeastern University, and the American Statistical Association (ASA). At Khoury College, learning happens in and beyond the classroom. DS4971. Offers a broad view of models and algorithms for unsupervised data exploration. Only one course from the Meaningful Minor list may contribute toward the minor requirements: Accelerated Bachelor/Graduate Degree Programs, College of Social Sciences and Humanities, College of Professional Studies Undergraduate, 360 Huntington Ave., Boston, Massachusetts 02115, Visualization Technologies 1: Fundamentals, Information Design Studio 2: Dynamic Mapping and Models, Introduction to Health Informatics and Health Information Systems, Personal Health Interface Design and Development, Probability and Engineering Economy for Civil Engineering, Introduction to Machine Learning and Pattern Recognition, Differential Equations and Linear Algebra for Engineering, Intermediate Selected Topics in Microeconomics. (4 Hours). The program combines computer science, mathematics, statistics, and probability theory into an integrated curriculum that prepares you for careers or graduate studies in big data analysis, DS, and data analytics. Areas of investigation Wherever you are on the Khoury graduate school journey, our advisors, information resources, and opportunities will help you forge an individualized path. Programming with Data. | 2022-23 College of Professional Studies Undergraduate PDF. The sixth annual event, held May 8 to 10, drew nearly 100 attendees from Harvard University, University of North Carolina, University of Toronto, Northeastern University, and more. + Northeastern is an R1 research university, a designation by the Carnegie Classification system for U.S. universities with the highest level of research activity. Introduces unsupervised machine learning and data mining, which is the process of discovering and summarizing patterns from large amounts of data, without examples of data with a known outcome of interest. It has a total undergraduate enrollment of 15,747 (fall 2021), its setting is urban, and the campus size is. Restricted to those students who are using it to fulfill their experiential education requirement. At our regional campuses, located in industry and tech hubs, Khoury College offers strong academic programs in vibrant cities to live, work, and study. BS in DS students enhance their education with a range of co-op experiences that span industries and organizations of every shape and size, including: Our flagship campus in Boston is just minutes away from esteemed universities, exciting start-ups, and leaders in tech, finance, health care, and more. Offers an opportunity to conduct research under faculty supervision. We developed our Master's in Data Science with that, and your current background, in mind. DS5220. We are here to support you at every turn. The psychology and data science combined major offers an integrative curriculum in the study of mind, brain, and behavior and in the collection, manipulation, storage, retrieval, and computational analysis of data in its various forms, including numeric, textual, image, and video data from small to large volumes. With a breadth of research areas, we tackle new problems in tech every day. The Library is a vital partner in learning, teaching, and community-engaged research for a diverse R1 university. (1-4 Hours). TTY 617.373.3768 Undergraduate Admissions Early Action Deadline, Undergraduate Admissions Early Decision I Deadline, 440 Huntington Avenue, 202 West Village H. In a world where computer science (CS) is everywhere, CS is for everyone. (2 Hours). With a breadth of research areas, we tackle new problems in tech every day. More than 20 computing-related clubs at Khoury College and Northeastern offer something for every student. Wherever you are on the Khoury graduate school journey, our advisors, information resources, and opportunities will help you forge an individualized path. Khoury College faculty are leaders in their fields and are regularly published, recognized, and awarded for their research and work in their fields. Attribute(s): NUpath Integration Experience. This program reflects the impact of data in modern healthcare and prepares students for success in careers in health administration, community-based health promotion, public health, and big data analysis. Faculty and staff make exceptional contributions to Khoury Collegeand the future of computer science. Presents key concepts in programming, data structures, and data analysis through Python and Excel. 2022-23 College of Professional Studies Undergraduate PDF. Emergency Information (1-4 Hours). | Note: Khoury minors are only available to non-Khoury majors; students in Khoury-only or Khoury-combined degrees are not eligible for Khoury minors. Applies concepts to common problem domains, including spam filtering. All undergraduate students are required to complete theUniversitywide Requirements. | Chemical Engineering and Computer Science, BSChE, Civil Engineering and Computer Science, BSCE, Computer Engineering and Computer Science, BSCmpE, Computer Science and Behavioral Neuroscience, BS, Computer Science and Business Administration, BS, Computer Science and Cognitive Psychology, BS, Computer Science and Communication Studies, BS, Computer Science and Criminal Justice, BS, Computer Science and Environmental and Sustainability Sciences, BS, Computer Science and Game Development, BS, Computer Science and Music with Concentration in Music Technology, BS, Computer Science and Political Science, BS, Cybersecurity and Business Administration, BS, Data Science and Behavioral Neuroscience, BS, Data Science and Business Administration, BS, Data Science and Ecology and Evolutionary Biology, BS, Data Science and Environmental and Sustainability Sciences, BS, Data Science and International Affairs, BS, Accelerated Bachelor/Graduate Degree Programs, College of Social Sciences and Humanities, College of Professional Studies Undergraduate, 360 Huntington Ave., Boston, Massachusetts 02115, Professional Development for Khoury Co-op, Information Presentation and Visualization, Large-Scale Information Storage and Retrieval, Differential Equations and Linear Algebra for Engineering, Advanced Writing in the Technical Professions, Interdisciplinary Advanced Writing in the Disciplines, Engaging with the Natural and Designed World, Conducting Formal and Quantitative Reasoning, Demonstrating Thought and Action in a Capstone.