2022-2023 Edition Overview Program Requirements Plan of Study The health science and computer science combined major offers a solid academic and experiential foundation integrating studies in health administration, computer science, mathematics, and statistics. Offers students an opportunity to prepare for more advanced courses in data science and to enable practical contributions to software development and data science projects in a commercial setting. Established in 2015, the campus has grown to include more than 1,300 students along with more than 100 faculty and staff. DS5110. Reviews applications of these models to various types of data, including images and text. + Undergraduate applications and the average SAT score for the incoming freshman class have steadily risen since 2009. + The Co-op column refers to the number of students in each college enrolled in our cooperative education program as of Fall 2021. Lectures may include additional topics, including visualization, communication, and data science ethics. 2022-2023 Northeastern University 2022-2023 Northeastern University CS crosses every discipline and industry. Requires programming in Python, JavaScript, HTML, and CSS. Students design, implement, and test complex loosely coupled service-oriented architectures using distributed processing, stream-based data processing, and interprocess communication via message passing. Machine Learning and Data Mining 1. Northeastern University Visualization Consortium (NUVis), Signal Processing and Artificial Intelligence for Time Variant Health Data (SATH) Lab, Statistical Methods For Studies Of Biomolecular Systems, Computational molecular biology and bioinformatics. Integrating Knowledge and Skills Through Experience is satisfied through co-op. 617.373.2000 Opens New Window DS4971. Through fundamental data science and mathematics courses, youll develop an in-depth understanding of data science as both a theoretical and practical field, preparing you for future careers across the industry. More than 20 computing-related clubs at Khoury College and Northeastern offer something for every student. (4 Hours). Every day we strive to create programs that welcome diverse students into CS. 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. 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. + Northeastern is an R1 research university, a designation by the Carnegie Classification system for U.S. universities with the highest level of research activity. Capstone: Applications in Data Science. | DS5230. The nations first computer science college, established in 1982, Khoury College has grown in size, diversity, degree programs, and research excellence. Introduces data and information storage approaches for structured and unstructured data. Events across our network of campuses enrich the educational experience. Wherever you are on the Khoury graduate school journey, our advisors, information resources, and opportunities will help you forge an individualized path. Faculty and staff make exceptional contributions to Khoury Collegeand the future of computer science. The college and university award programs shine a light on exceptional faculty, students, alumni, and industry partners. (4 Hours). Discusses the methodological foundations behind the models and the algorithms, as well as issues of practical implementation and use, and techniques for assessing the performance. 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. Offers students an opportunity to gain experience with data science tasks and tools through short assignments. Choose courses within the following ranges: Complete 24 credits of general electives. Opens New Window Students may takeone electiverelated to computation or information from a preapproved list of courses offered across the university rather than from within Khoury. (1-4 Hours). Visit Northeastern The PDF will include all information unique to this page. Offers a lecture course in data science on a topic not regularly taught in a formal course. The health science and computer science combined major offers a solid academic and experiential foundation integrating studies in health administration, computer science, mathematics, and statistics. Networks ensure code runs securely and seamlessly, equipment is modern and robust, and our skilled systems team manages support and upgrades. Master's students deepen their expertise through project work, professional work experiences and research assistantships. Our Master's in Data Science program will provide you a comprehensive foundation in the skills and theory of data science, as well as the tools and experience to translate data into clear, innovative, and strategic insights. Additional assigned readings survey topics in ethics, model bias, and data privacy pertinent to today's big data world. Welcome to the Align Masters Program, designed for people ready to add computer science (CS) to their skill setor switch to a brand new career in tech. 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. Data has become one of the most critical tools in shaping our economy, society, and culture. | We developed our Master's in Data Science with that, and your current background, in mind. At Khoury College of Computer Sciences, we develop new methods and tools for effective data storage, retrieval, visualization, and interpretation. Choose courses within the following ranges: Intermediate and Advanced Math Requirement. Also covers stochastic gradient descent and backpropagation, along with related fitting techniques. Students practice visualization, data wrangling, and machine learning skills by applying them to semester-long term projects on real-world data. Networks ensure code runs securely and seamlessly, equipment is modern and robust, and our skilled systems team manages support and upgrades. Master's students deepen their expertise through project work, professional work experiences and research assistantships. Also complete any corequisite labs, recitations, clinicals, or tools courses where specified. May be repeated without limit. myNortheastern Opens New Window, Privacy Policy Responsibilities Advanced Programming with Data. Ready to take the next step in a tech career? Offers a deep dive into the design and implementation of enterprise-grade software systems with an emphasis on software architectures for more complex data-driven applications. Khoury College undergrads pursue relevant work, research, global study, and service experiences that help them grow. Our flagship campus in Boston is just minutes away from esteemed universities, exciting start-ups, and leaders in tech, finance, health care, and more. (4 Hours). Surveys techniques for acquiring and programmatically integrating data from different sources. | (4 Hours). (4 Hours). Intrigued by a Khoury College and Northeastern undergraduate education? CS crosses every discipline and industry. Khoury College faculty are leaders in their fields and are regularly published, recognized, and awarded for their research and work in their fields. Northeastern University's Graduate Certificate in Insurance Analytics and Management program addresses the mounting need for analytics, machine learning, and artificial intelligence in the insurance industry. Computer science is everywhere. 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. Requires programming in R and Python. TTY 617.373.3768 (4 Hours). All undergraduate students are required to complete theNUpath Requirements. Uses tools and libraries to analyze data sets, build predictive models, and evaluate the fit of the models. With advisor approval, directed study, research, project study, and appropriate graduate-level courses may also be taken as upper-division electives. Intermediate Programming with Data. May be repeated without limit. Khoury College doctoral students can also pursue research opportunities with industry partners. A grade of C or higher isrequired for all BIOL, CHEM, HLTH, HSCI, MATH, and PHTH courses. Studies data types and a wide range of visual data encodings and representations. Explores data quality assurance, storage reliability, and challenges of working with very large data volumes. CS crosses every discipline and industry. 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. 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. Pioneered the field of game analytics and published the first book on the topic: Conducted a study on biases in peer review that measured intellectual distance between the knowledge embodied in research proposals and an evaluators own expertise. Northeastern is committed to intensive research and experiential learning for students at all levels. All undergraduate students are required to complete theNUpath Requirements. Introduces predictive analytics for forecasting and classification. Continues with supervised and unsupervised predictive modeling, data mining, and machine-learning concepts. 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. Emphasizes the overall data science process, including identification of the scientific problem, selection of appropriate machine learning methods, and visualization and communication of results. This new initiative aims to solve risks to privacy and personal data with a collective, grassroots effort, emphasizing transparency and accountability. Areas of investigation Complete all courses listed below unless otherwise indicated. For information regarding tuition and fees for students studying at Canadian campuses, please click here. The work informs peer-review policies of large science funding organizations like the National Science Foundation (NSF) and the National Institutes of Health (NIH). 617.373.2000 This program is designed to give students a comprehensive framework for reasoning about data. The graduating class of 2023 is three times the size of last year's class, which was 240. TTY 617.373.3768 ; program design, programming practices, testing, debugging, maintainability, data collection techniques, and data cleaning and preprocessing. All undergraduate students are required to complete theNUpath Requirements. (4 Hours). Attribute(s): NUpath Analyzing/Using Data, NUpath Writing Intensive, DS4300. Prerequisite(s): DS4970 with a minimum grade of D-, DS4973. The coursework covers exploratory data analysis, data manipulation in a variety of programming languages, large-scale data storage, predictive analytics, machine learning, data mining, and information visualization and presentation. Programming with Data. Offers students an opportunity for internship work. The college and university award programs shine a light on exceptional faculty, students, alumni, and industry partners. Experiential Education Directed Study. 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 PDF will include all information unique to this page. TTY 617.373.3768 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. 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. Computer science is everywhere. 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. All undergraduate students are required to complete theNUpath Requirements. Involves new experiments and readings in multiple disciplines (both computer science and the discipline focus of the particular section). TTY 617.373.3768 Northeastern University in Toronto is the largest campus in the Northeastern Global Network outside of Boston. At D'Amore-McKim School of Business, our graduate business programs pair rigorous academics with hands-on, experience-powered learning. (4 Hours). Covers extensible architectures that support testing, data provenance, reuse, maintainability, scalability, and robustness and building software APIs and libraries for wide-scale adoption and ease of use. You lead. Integrating Knowledge and Skills Through Experience is satisfied through co-op. 2022-23 College of Professional Studies Undergraduate PDF. Offers a broad view of models and algorithms for supervised decision making. 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. 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. Our real-world research, outstanding faculty, distinguished speakers, dynamic alumni, and diverse students tell their storiesand make the news. Opens New Window With a breadth of research areas, we tackle new problems in tech every day. Complete a four-course business concentration from the following list. Introduction to Programming for Data Science. Wherever you are on the Khoury undergraduate path, we have advisors, resources, and opportunities to fuel your success and make computer science for everyone. More than 20 computing-related clubs at Khoury College and Northeastern offer something for every student. Ready to take the next step in a tech career? Emergency Information With a breadth of research areas, we tackle new problems in tech every day. Attribute(s): NUpath Analyzing/Using Data, DS2001. | Combined with Junior/Senior Project 2 or college-defined equivalent for 8 credit honors in the discipline project. Emergency Information 2022-2023 Northeastern University We are here to support you at every turn. Welcome to the Align Masters Program, designed for people ready to add computer science (CS) to their skill setor switch to a brand new career in tech. At our regional campuses, located in industry and tech hubs, Khoury College offers strong academic programs in vibrant cities to live, work, and study. Data Science, Minor Overview Minor Requirements The minor 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. At Khoury College, learning happens in and beyond the classroom. 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. This allows students to integrate the minor with a course in their own major or with a course in another area of interest. Computer science is everywhere. Choose courses within the following ranges: Complete 16 credits of general electives. (1-4 Hours). 617.373.2000 This program reflects the impact of data in modern business practice. Covers object-oriented design patterns using Python, including encapsulation, composition, and inheritance. Presents key concepts in programming, data structures, and data analysis through Python and Excel. Implements distributed databases. Prerequisite(s): ((DS 4100 with a minimum grade of D- or DS3000 with a minimum grade of D- ); (CS2810 with a minimum grade of D- or ECON2350 with a minimum grade of D- or ENVR2500 with a minimum grade of D- or MATH3081 with a minimum grade of D- or MGSC2301 with a minimum grade of D- or PHTH2210 with a minimum grade of D- or PSYC2320 with a minimum grade of D- )) or (CS2810 with a minimum grade of D- ; CS3500 with a minimum grade of D- ), Attribute(s): NUpath Analyzing/Using Data, NUpath Capstone Experience, NUpath Writing Intensive, DS4420. Northeastern University is an equal opportunity employer, seeking to recruit and support a broadly diverse community of faculty and staff. Research projects, designed and led by Khoury Colleges world-class faculty, engage students and other researchers in producing new knowledge. Data Science has emerged as a vital discipline. Independent Study. Khoury College of Computer Sciences is committed to building and fostering a diverse, inclusive environment. 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 2022-23 College of Professional Studies Undergraduate PDF. Prerequisite(s): DS4400 with a minimum grade of D-, DS4440. Offers an opportunity to conduct research under faculty supervision. Discusses the methodological foundations behind the models and the algorithms, as well as issues of practical implementation and use, and techniques for assessing the performance. Focuses on second semester of in-depth project in which a student conducts research or produces a product related to the students major field. Minimum2.000GPA required in all CS, CY, DS, and IS courses, Minimum2.000GPA required in business courses. How can we address the unique challenges of our increasingly data-driven society? 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. Our real-world research, outstanding faculty, distinguished speakers, dynamic alumni, and diverse students tell their storiesand make the news. Data scientist at Jane Technologies, Inc. Data science co-op at The Boston Consulting Group International, Inc. Khoury College doctoral students can also pursue research opportunities with industry partners. Khoury College faculty and students are doing impactful work across disciplines. Networks ensure code runs securely and seamlessly, equipment is modern and robust, and our skilled systems team manages support and upgrades. Offers a broad view of models and algorithms for unsupervised data exploration. 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. With a breadth of research areas, we tackle new problems in tech every day. Khoury College of Computer Sciences is committed to building and fostering a diverse, inclusive environment. 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 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, Professional Development for Business Co-op, Information Presentation and Visualization, Large-Scale Information Storage and Retrieval, International Business and Global Social Responsibility, Creating Business Value with Data and AI Technologies, Advanced Writing in the Technical Professions, Advanced Writing in the Business Administration 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.
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