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You will learn how to host multi-terabyte sized big datasets using a cloud service provider. This will includes provisioning a commercial cloud provider and then mastering appropriate distributed operating systems such as Hadoop. You will also learn approaches to processing and analysing big data based on advanced statistical processing supervised and unsupervised machine learning algorithms and other state of the art big data analytic methods. Such techniques include clustering algorithms pattern based information extraction linear and non-linear regression and feature based models. Inevitably much work on big data analysis is statistical so you will therefore develop some relevant statistical understanding. As data visualization is frequently critical in helping to develop hypotheses about the data you will also cover and apply problem relevant 2 D and 3 D visualization methods where appropriate to the particular datasets.

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      Skip to Content A Z Index Catalog Home Institution Home Saint Louis University Menu Search Apply Request Info Visit Us Browse Degrees Give to S L U S L Search & Directory Search S L Search Search for people Search Close Menu Saint Louis University Search Apply Request Info Visit Us Browse Degrees Courses A- Z Programs A- Z Academic Policies University Faculty Previous Catalogs Print Options Give to S L U S L Home Policies & Procedures Office of Admission Undergraduate Admission2+ S L U Programs Jefferson College Accounting B. S. ( Jeffco 2+ S L U) 2021-2022 Catalog 2021-2022 Catalog Search Catalog Search Student Consumer Information Policies &​ Procedures Toggle Policies &​ Procedures Academic Policies Toggle Academic Policies Academic Amnesty Academic Appeals Academic Integrity/​ Ethical Behavior Academic Standing Application of Graduate Coursework to Undergraduate Programs Attendance Audit Campus Locations Changing Major/​ Program Classification Continuous Enrollment ( Graduate) Contract Major Contract Minor Course Withdrawals Credit By Assessment Through American Council on Education ( A C E) Credit by Certification Credit By Exam Dean's List Degree Conferral Dropping or Withdrawing from Courses Final Examinations Grade Appeal Grade Point Average ( G P A) Grade Reports Grades Grading System Graduate Student Annual Review Graduation ( Latin) Honors Graduation Requirements Holds on Registration Immunization Policy Incomplete Course Inter-​ University Program Registration Internships Leave of Absence ( L O A) Multidisciplinary Doctoral Option Multidisciplinary Master's Option Off-​ Campus Enrollment Overload of Fall/​ Spring Credits ( Undergraduate) Parental Leave Policy ( Graduate) Pass/​ No Pass Option Post-​ Baccalaureate Course Work for Undergraduate Students Proof of Proficiency By Examination Reapplication ( Graduate) Regional Accreditation Registration Procedures Registration Sequence Repeating Courses Research-​ Phase Registrations Second Bachelors Degree Study Abroad/​ Exchange Summer/​ Winter Enrollment Limits ( Undergraduate) Thesis and Dissertation Time Limits on Course Work Time Status Time to Degree ( Graduate) Transcript of Record Transfer Credit University Undergraduate Core Courses Veteran Certification of Attendance Withdrawing for Active Military Duty Zero-​ Credit Registration ( Graduate) Office of Admission Toggle Office of Admission Graduate Admission Toggle Graduate Admission Admission Decisions Admission Procedures Admission Types English Language Proficiency International Applicants Readmission Reapplication Transfer Credit Undergraduate Admission Toggle Undergraduate Admission 2+ S L U Programs Toggle 2+ S L U Programs Jefferson College Toggle Jefferson College Accounting B. S. ( Jeffco 2+ S L U) Business Technology Management B. S. ( Jeffco 2+ S L U) Economics B. S. ( Jeffco 2+ S L U) Entrepreneurship B. S. ( Jeffco 2+ S L U) Finance B. S. ( Jeffco 2+ S L U) International Business B. S. ( Jeffco 2+ S L U) Leadership and Human Resource Management B. S. ( Jeffco 2+ S L U) Marketing B. S. ( Jeffco 2+ S L U) Sports Business B. S. ( Jeffco 2+ S L U) St. Louis Community College Toggle St. Louis Community College Accounting B. S. ( S T L C C 2+ S L U) Aerospace Engineering B. S.( S T L C C 2+ S L U) Aviation Management-​ Aeronautics B. S.( S T L C C 2+ S L U) Biostatistics B. S. ( S T L C C 2+ S L U) Business Technology Management B. S. ( S T L C C 2+ S L U) Computer Information Systems B. S. ( S T L C C 2+ S L U) Criminology and Criminal Justice

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