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. Our masters programs combine academic rigor, research excellence, and meaningful experiential opportunities. myNortheastern Opens New Window, Privacy Policy Conflict and violence are present in both everyday life and arise amid momentous social change, and include interpersonal conflicts; state violence; engagements between ethnic and religious groups, wars between nation states, and structural and symbolic violence. DS3000. We are here to support you at every turn. (4 Hours). Northeastern University in Toronto is the largest campus in the Northeastern Global Network outside of Boston. | At our regional campuses, located in industry and tech hubs, Khoury College offers strong academic programs in vibrant cities to live, work, and study. Opens New Window. Emphasizes the overall data science process, including identification of the scientific problem, selection of appropriate machine learning methods, and visualization and communication of results. Focuses on in-depth project in which a student conducts research or produces a product related to the students major field. Offers an opportunity to conduct introductory-level research or creative endeavors under faculty supervision. 360 Huntington Ave., Boston, Massachusetts 02115 Youll gain knowledge in exploratory data analysis and manipulation, large-scale data storage, predictive analytics, machine learning, data mining, and more. Introduces data and information storage approaches for structured and unstructured data. Offers a hands-on introduction to modern neural network ("deep learning") tools and methods. Minimum2.000GPA required in all CS, CY, DS, and IS courses, Minimum2.000GPA required in business courses. Big Data Careers: The 10 Highest-Paying Positions - Graduate Blog 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. Applies algorithms, including graph traversal, hashing, and sorting, to complex data storage systems. Work on research with faculty is central to the PhD experience. Note: If the Marketing Analytics concentration is selected an additional general elective is required. DS2500. Events across our network of campuses enrich the educational experience. Our real-world research, outstanding faculty, distinguished speakers, dynamic alumni, and diverse students tell their storiesand make the news. DS2000. Data science has emerged as a discipline due to the confluence of two major events: Offers elective credit for courses taken at other academic institutions. Now more than ever we need people who can understand this untapped resource and draw conclusions so vital to future success. Faculty and staff make exceptional contributions to Khoury Collegeand the future of computer science. Integrating Knowledge and Skills Through Experience is satisfied through co-op. Introduces students to the core tasks in data science, including data collection, storage, tidying, transformation, processing, management, and modeling for the purpose of extracting knowledge from raw observations. Includes a term project involving programming and/or work with real-life data sets. This allows students to integrate the minor with a course in their own major or with a course in another area of interest. Intrigued by a Khoury College and Northeastern undergraduate education? | Offers students an opportunity to prepare an undergraduate thesis under faculty supervision. Responsibilities Specifically introduces Keras (together with TensorFlow) and PyTorch, which are illustrative of static and dynamic network implementations, respectively. (4 Hours). 617.373.2000 In this program, students have an opportunity to augment such knowledge with skills in big data analysis, data science, and data analytics. Northeastern University Overview - College Factual Emphasizes good programming practices for both static and interactive visualizations. 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. The concept of Khoury Meaningful Minors allows students the chance to personalize a computer science minor to meet individual academic needs and interests. At our regional campuses, located in industry and tech hubs, Khoury College offers strong academic programs in vibrant cities to live, work, and study. Emergency Information Students learn in modern classrooms, collaborative meeting rooms, and cutting-edge labs and research spaces. Offers a broad view of models and algorithms for unsupervised data exploration. $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. (4 Hours). Data Science Khoury College of Computer Sciences View in Catalog Request information The most convenient way to receive valuable information, advice, and next steps from Northeastern University. Minimum2.000GPA required in all CS, CY, DS, and IS courses. Complete all courses listed below unless otherwise indicated. Master's students deepen their expertise through project work, professional work experiences and research assistantships. Emphasizes using these technologies in practice, via modern toolkits. Opens New Window. 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. Research in Data Science. 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. 360 Huntington Ave., Boston, Massachusetts 02115 Boston Location Full-Time Part-Time Commitment 2-2.5 years Duration of Program Fall, Spring Entry Terms Yes * (4 Hours). (4 Hours). Developed statistical methods and software for modern biotechnologies, which study complex biomolecular systems on a large scale. View BS in DS details Read learning outcomes How to apply Request info Explore the Khoury undergraduate experience + Note: UG and GR Fall Enrollment excludes non-degree seeking students. 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. BS, Data Science/Biology - Khoury College of Computer Sciences The nations first computer science college, established in 1982, Khoury College has grown in size, diversity, degree programs, and research excellence. Prerequisite(s): DS4970 with a minimum grade of D-, DS4973. Introduction to Linear Algebra and Probability for Data Science. Combined with Junior/Senior Project 2 or college-defined equivalent for 8 credit honors in the discipline project. | May be repeated without limit. Requires use of nonrelational, document, key-column, key-value, and graph databases and programming in R, Python, and C++. Modern facilities, seamless systems, and innovative labs and spaces empower our faculty and students to conduct cutting-edge research. Complete a four-course business concentration from the following list. (4 Hours). For example, Lehigh University, the renowned engineering school, offers students the opportunity to earn a combined degree in Computer Science and Business or Business and Engineering. 617.373.2000 Minimum 2.000 GPA required in all CS, CY, DS, and IS courses. As a Khoury PhD student, youll immerse yourself in a rigorous curriculum, collaborate with renowned faculty, and make an impact in your chosen research area. Khoury College faculty are leaders in their fields and are regularly published, recognized, and awarded for their research and work in their fields. Northeastern values and celebrates diversity in all its forms and strives to foster an inclusive culture built on respect that affirms inter-group relations and builds cohesion. DS5010. Prerequisite(s): DS2000 with a minimum grade of D-. DS5500. Advisors and faculty will help you navigate the PhD path at Khoury Collegefrom research spaces and interdisciplinary projects to student life and resources. Northeastern integrates global experience into learning at the undergraduate, graduate, and doctoral levels. 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. Overview As leveraging data has become increasingly important across the professional world, demand for experts in analytics has surged. 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. + Undergraduate applications and the average SAT score for the incoming freshman class have steadily risen since 2009. (2 Hours). Wherever you are on the Khoury graduate school journey, our advisors, information resources, and opportunities will help you forge an individualized path. Data Science < Northeastern University The Bachelor of Science in Data Science & Mathematics integrates computer science, data science, and mathematics to provide you with knowledge and experience in machine learning and data mining. (4 Hours). Areas of investigation Khoury College is a community of people devoted to teaching, mentoring, advising, and supporting students across every program. Explore the importance of mathematics in a data-driven world, Discover the Khoury undergraduate experience. | Introduces programming for data and information science through case studies in business, sports, education, social science, economics, and the natural world. With advisor approval, directed study, research, project study, and appropriate graduate-level courses may also be taken as upper-division electives. Research labs and groups focus on a set of problems in a specific context, inviting inquiry and collaboration. Draws examples from physics, biology, health science, social science, geography, business, and economics. New members at every level are always welcome. 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. Khoury College is proud of our collaborative, inclusive community. (4 Hours). TTY 617.373.3768 Applies concepts to common problem domains, including recommendation systems, fraud detection, or advertising. 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. Research labs and groups focus on a set of problems in a specific context, inviting inquiry and collaboration. Offers students an opportunity to gain experience with data science tasks and tools through short assignments. 360 Huntington Ave., Boston, Massachusetts 02115 Advisors and faculty will help you navigate the PhD path at Khoury Collegefrom research spaces and interdisciplinary projects to student life and resources. The Bachelor of Science in Data Science studies the collection, manipulation, storage, retrieval, and computational analysis of data in its various forms. Offers an opportunity to conduct research under faculty supervision. Students may of course choose to take all electives in the minor within Khoury if they wish. Our masters programs combine academic rigor, research excellence, and meaningful experiential opportunities. 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. At Khoury College of Computer Sciences, we develop new methods and tools for effective data storage, retrieval, visualization, and interpretation. Prerequisite(s): DS2500 with a minimum grade of D-, DS4200. The college and university award programs shine a light on exceptional faculty, students, alumni, and industry partners. Events across our network of campuses enrich the educational experience. With adviser approval, directed study, research, project study, and appropriate graduate-level courses may also be taken as upper-division electives. Complete all courses listed below unless otherwise indicated. Our institutes and research centers bring together leading academic, industry, and government partners, to harness the power of computing. At Khoury College, learning happens in and beyond the classroom. Junior/Senior Honors Project 2. Data has become one of the most critical tools in shaping our economy, society, and culture. Research projects, designed and led by Khoury Colleges world-class faculty, engage students and other researchers in producing new knowledge. Visit Northeastern Data Science | Undergraduate Admissions A student may receive at most one Khoury minor, regardless of how many Khoury minors they qualify for.. 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. Contact Us Have a question? machine learning, statistics, data mining, parallel & distributed data analysis, database systems, information retrieval, knowledge representation, information visualization, natural language processing, computational biology and bioinformatics, computational social science, digital humanities, health informatics, business and predictive analytics. TTY 617.373.3768 Khoury College doctoral students can also pursue research opportunities with industry partners. Capstone: Applications in Data Science. The PDF will include all information unique to this page. Requires multiple projects combining interdisciplinary subjects. The PDF will include all information unique to this page. 2022-23 College of Professional Studies Undergraduate PDF, Data Science and Business Administration, BS. 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. 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. 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. 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. Introduction to Programming for Data Science. The program provides the rigorous theoretical background necessary for success in the data science field. 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. Studies computational aspects of probability, statistics, and linear algebra that support algorithms, including sampling theory and computational learning. The co-op advising team will help you find opportunities, like this, that resonate with your combined majors. Covers random variables, frequency distributions, measures of central tendency, measures of dispersion, moments of a distribution, discrete and continuous probability distributions, chain rule, Bayes rule, correlation theory, basic sampling, matrix operations, trace of a matrix, norms, linear independence and ranks, inverse of a matrix, orthogonal matrices, range and null-space of a matrix, the determinant of a matrix, positive semidefinite matrices, eigenvalues, and eigenvectors. 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. The work informs peer-review policies of large science funding organizations like the National Science Foundation (NSF) and the National Institutes of Health (NIH). Requires proficiency in a programming language such as Python, R, or MATLAB. (4 Hours). Advisors and faculty will help you navigate the PhD path at Khoury Collegefrom research spaces and interdisciplinary projects to student life and resources. 2022-2023 Edition Undergraduate Admission Information for Entering Students Financial Information Academic Policies and Procedures University Academics College of Arts, Media and Design D'Amore- McKim School of Business Khoury College of Computer Sciences Computer Science Cybersecurity Data Science Khoury Combined Majors Considers multitier storage design, storage area networks, and distributed data stores. Covers mathematical and computational aspects of learning algorithms, including kernels, time-series data, collaborative filtering, support vector machines, neural networks, Bayesian learning and Monte Carlo methods, multiple regression, and optimization. (2 Hours). 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. Networks ensure code runs securely and seamlessly, equipment is modern and robust, and our skilled systems team manages support and upgrades. Research and writings examine how conflicts emerge, shape daily lives, and are contested through efforts to build and sustain peace . Research projects, designed and led by Khoury Colleges world-class faculty, engage students and other researchers in producing new knowledge. Data Science Programming Practicum. Northeastern University - Profile, Rankings and Data | US News Best Considers complexity theory and hardness of large-scale data storage and retrieval. Computer science is everywhere. All undergraduate students are required to complete theUniversitywide Requirements. Covers how to build large-scale information storage structures using distributed storage facilities. Complete eight credits of CS,CY, DS, or IS classes that are not already required. 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. Discusses the programmatic retrieval of data from application programming interfaces (APIs) and from databases. | 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. Offers students a capstone opportunity to practice data science skills learned in previous courses and to build a portfolio. ; program design, programming practices, testing, debugging, maintainability, data collection techniques, and data cleaning and preprocessing. Involves new experiments and readings in multiple disciplines (both computer science and the discipline focus of the particular section). TTY 617.373.3768 Opens New Window Khoury College is a community of people devoted to teaching, mentoring, advising, and supporting students across every program. Prerequisite(s): CS3200 with a minimum grade of D- ; (DS 4100 with a minimum grade of D- or DS3000 with a minimum grade of D- ), DS4400.
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