Unit

School Of Computer, Data And Mathematical Sciences

Machine LearningWestern Sydney University Unit Code: 301435.1

Discipline: ARTIFICIAL INTELLIGENCE

Student Contribution Band: 2

Level: 3

Credit Points: 10

Prerequisite
300700 Statistical Decision Making OR 301108 Thinking About Data OR 200263 Biometry OR 200032 Statistics for Business AND 300580 Programming Fundamentals OR 301107 Analytics Programming OR 301110 Applications of Big Data

About this Unit
Machine Learning is one of the most important technologies in the fields of Artificial Intelligence and Data Science used to explain large datasets, inform decisions and highlight risks. Machine Learning is relevant for solving a range of problems in many industries dealing with significant amounts of information and the structure of that information. In this unit, students put Machine Learning theory into action through widely used algorithms and practical applications for designing, training, and evaluating common learning models and systems. Students use Python programming and, as a result, learn about its important machine learning libraries and packages, such as Scikit-Learn, Keras and TensorFlow for solving practical problems and tasks.

Courses
1818.4Bachelor of Arts/Bachelor of BusinessCURRENT
1819.3Bachelor of Communication/Bachelor of BusinessCURRENT
1820.2Bachelor of International Studies/Bachelor of BusinessCURRENT
2786.3Bachelor of BusinessCURRENT
2787.2Bachelor of Business (Advanced Business Leadership)SUSPENDED
2788.3Bachelor of Business/Bachelor of LawsCONTINUING
3506.10Bachelor of Computer ScienceCURRENT
3687.2Bachelor of Information SystemsCURRENT
3688.1Bachelor of Information Systems AdvancedCURRENT
3728.4Bachelor of Engineering (Honours)/Bachelor of BusinessCURRENT
3737.2Bachelor of Information and Communications Technology/Bachelor of BusinessCURRENT
3744.2Bachelor of Information Systems/Bachelor of BusinessCURRENT
3745.2Bachelor of Information Systems Advanced/Bachelor of BusinessCURRENT
3769.2Bachelor of Data ScienceCURRENT
3770.1Bachelor of Applied Data ScienceCURRENT
3778.1Bachelor of MathematicsCURRENT
4748.4Bachelor of Science/Bachelor of BusinessCURRENT
6037.3Diploma in Business/Bachelor of BusinessCURRENT

Specialisations

M3134.1Artificial IntelligenceCURRENT
MT2041.1Business AnalyticsCURRENT



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