Course Search Results

• BDSI 8210: Machine Learning for Biomed

  3.00 Credits

  Clemson University

  
  This course provides an introduction to methods in statistical learning commonly used to extract important patterns and information from biomedical data. Topics include linear methods for regression and classification, regularization, kernel smoothing methods, statistical model assessment and selection, and support vector machines. Unsupervised learning techniques such as principal component analysis and generalized principal component analysis are also discussed. The topics and their applications are illustrated using the statistical programing language R. Preq: STAT 8010.
  ShareBDSI 8210 - Machine Learning for Biomed

• BDSI 8310: Microbiome Informatics

  2.00 Credits

  Clemson University

  
  This course is concerned with analysis of microbiome data enabled by high-throughput sequencing technologies. It briefly covers foundational concepts in microbial ecology, molecular biology, bioinformatics, and DNA sequencing. The main focus of the course is on developing an understanding of multivariate analysis of microbiome data. Practical skills developed in this course include managing high-dimensional and structured data in metagenomics, visualization and representation of high-dimensional data, normalization, filtering, and mixture-model noise modeling of count data, as well as clustering and predictive model building.
  ShareBDSI 8310 - Microbiome Informatics

• BE 1990: Creative Inquiry I

  1.00 Credits

  Clemson University

  
  In consultation with and under the direction of a faculty member, students pursue scholarly activities individually or in teams. These creative inquiry projects may be interdisciplinary. Arrangements with mentors must be established prior to registration. May be taken twice for a maximum of six credits. To be taken Pass/No Pass only.
  ShareBE 1990 - Creative Inquiry I

• BE 2100: Intro to Biosystems Engr

  2.00 Credits

  Clemson University

  
  Overview of topics and engineering application areas that comprise the biosystems engineering profession. Significant emphasis is also given to development of oral and written communication skills needed by the engineering professional, introduction to design methodology, and application of engineering fundamentals to biological systems. Preq: ENGR 1020; and either MATH 1060 or MATH 1070. Coreq: BE 2101.
  ShareBE 2100 - Intro to Biosystems Engr

• BE 2101: Intro to B E Lab

  0.00 Credits

  Clemson University

  
  Non-credit laboratory to accompany BE 2100. Coreq: BE 2100.
  ShareBE 2101 - Intro to B E Lab

• BE 2120: Fundamentals of Biosys Engr

  2.00 Credits

  Clemson University

  
  Introduction to fundamental concepts in biosystems engineering, including mass, energy, and momentum balances; mass, heat, and momentum transfer; biological response to environmental variables, biological materials, biological kinetics, and techniques of measurement and analysis of engineering and biological data. Laboratory includes hand-on exercises, problem solving and computer sessions, and oral presentations. Preq: ENGR 1410 and MATH 1080, each with a grade of C or higher. Coreq: BE 2121.
  ShareBE 2120 - Fundamentals of Biosys Engr

• BE 2121: Fundamentals Be Lab

  0.00 Credits

  Clemson University

  
  Non-credit laboratory to accompany BE 2120. Coreq: BE 2120.
  ShareBE 2121 - Fundamentals Be Lab

• BE 2990: Creative Inquiry II

  1.00 Credits

  Clemson University

  
  In consultation with and under the direction of a faculty member, students pursue scholarly activities individually or in teams. These creative inquiry projects may be interdisciplinary. Arrangements with mentors must be established prior to registration. May be taken twice for a maximum of six credits. To be taken Pass/No Pass only.
  ShareBE 2990 - Creative Inquiry II

• BE 3000: Biosys Engr Honors Seminar

  0.00 Credits

  Clemson University

  
  Introduces undergraduate students to current faculty research. Project ideas are then developed to prepare students in choosing a research topic for the senior honors thesis. Students are required to attend senior honors thesis presentations. To be taken Pass/No Pass only. Preq: Junior standing in departmental honors program.
  ShareBE 3000 - Biosys Engr Honors Seminar

• BE 3010: Biosys Engr Honors Thes Rsrch

  3.00 Credits

  Clemson University

  
  Honors thesis project proposal, initial research, report, and presentation of biosystems engineering project for completion of junior requirements of the Biosystems Engineering Honors program. Preq: BE 3000.
  ShareBE 3010 - Biosys Engr Honors Thes Rsrch