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CE 802 Machine Learning

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Over the past few periods, machine learning has become one of the pillars of information technology and a somewhat important, albeit often hidden, part of our lives. As the amount of information available increases, there is every reason to believe that data mining will become more general and a necessary part of technological progress. This CE 802 Machine Learning course mainly aims to bring students to various applications based on machine learning problems. The course basically introduce students about the understanding of the main approaches to machine learning, the techniques comprised in assessing them, along with their application to the solution of real problems.

Course learning outcomes: After completion of the course, the students will be competent to:

  • Explain an understanding of the main approaches to categorization and regression learning.
  • Explain an understanding of other machine learning methods that have significant practical applications.
  • Recognize machine learning methods apt for specific classes of problem and implement them to practical problems.
  • Undertake a comparative assessment of several machine learning methods.

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