• BZAN 554: Deep Lrning for Bus Applicatns

  3.00 Credits

  The University of Tennessee - Knoxville

  
  Fundamentals of predictive analytics with business applications using deep learning techniques such as shallow and deep neural networks, convolutional neural networks, and sequence models such as recurrent and long short-term memory neural networks. Special focus will be on making deep learning work on real-life business data.(RE) Prerequisite(s): Business Analytics 545.Comments: Or permission of instructor.Recommended Background: Experience with a programming language such as Python or with deep learning.
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• BZAN 555: Supply Chain Analytics

  3.00 Credits

  The University of Tennessee - Knoxville

  
  Presents tools and modeling frameworks that are relevant to solving today's supply-chain problems. Topics include capacity analysis, inventory optimization, forecasting, and supply chain design. This course is for students who will be working in consulting or supply-chain management.Registration Restriction(s): Minimum student level – graduate.
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• BZAN 556: Systems Optimization

  3.00 Credits

  The University of Tennessee - Knoxville

  
  Team-based Business Analytics case analyses through the discovery, problem definition, data acquisition, data cleaning, modeling, model interpretation, recommendation, implementation and maintenance phases of business process modeling.(RE) Prerequisite(s): 531.Comment(s): Prior knowledge may satisfy prerequisite with consent of instructor.Registration Restriction(s): Minimum student level – graduate.
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• BZAN 557: Text Mining

  3.00 Credits

  The University of Tennessee - Knoxville

  
  A general introductory level course for graduate students who are interested in analyzing textual data. Topics include textual data cleaning and manipulation, web crawling, natural language processing, word association analysis, n-grams, clustering and categorization of documents, information retrieval, web log analysis, sentiment analysis, topic modeling, and interfacing unstructured data with structured data.(RE) Prerequisite(s): 542.Registration Permission: Or permission of instructor.
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• BZAN 583: Sp Topics in Business Analytcs

  1.00 - 3.00 Credits

  The University of Tennessee - Knoxville

  
  Repeatability: May be repeated. Maximum 9 hours.Registration Restriction(s): Minimum student level – graduate.
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• BZAN 593: Independent Study

  1.00 - 3.00 Credits

  The University of Tennessee - Knoxville

  
  Faculty directed readings and investigation of specified topic in analytics. Written report and oral presentation required.Grading Restriction: Satisfactory/No Credit or letter grade.Repeatability: May be repeated. Maximum 6 hours.Registration Restriction(s): Minimum student level – graduate.Registration Permission: Consent of a departmental director of graduate studies.
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• CBE 201: Material and Energy Balances

  4.00 Credits

  The University of Tennessee - Knoxville

  
  Steady-state and transient material and energy balances in chemical and biomolecular systems. Introduction to flowsheet software.(RE) Prerequisite(s): Engineering Fundamentals 152 and Chemistry 130.(RE) Corequisite(s): Mathematics 231.
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• CBE 235: Fund/Molecular Bioengineering

  3.00 Credits

  The University of Tennessee - Knoxville

  
  Summary of principles of biochemistry, molecular biology, and genetics from an engineering and applied science perspective. Examples of biologically-based molecular technologies and analysis and manipulation of living systems for technological applications.(RE)Prerequisite(s): Engineering Fundamentals 152 or 158; and Chemistry 130 or 138.(RE)Corequisite(s): Biology 160.
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• CBE 240: Fluid Flow and Heat Transfer

  4.00 Credits

  The University of Tennessee - Knoxville

  
  Force, energy and mechanical energy balances; flow in tubes, piping systems, packed and fluidized beds; pumping and metering; steady and unsteady state heat conduction; heat transfer in tubes and heat exchangers; radiation.(RE) Prerequisite(s): 201 and Mathematics 231.(RE) Corequisite(s): Mathematics 241.
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• CBE 250: Appl Chem/Biom Engr Thermodyn

  4.00 Credits

  The University of Tennessee - Knoxville

  
  Basic concepts related to engineering applications of thermodynamics to the chemical and biomolecular industries; emphasis on flow processes, real gases and liquids, protein synthesis and hydration, estimation of physical properties, phase equilibria of industrial chemical and pharmaceutical processes, and chemical reaction equilibria including biomolecular applications.(RE) Prerequisite(s): Mathematics 231.(RE) Corequisite(s): Mathematics 241.
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