| 1 | <p>Understand the collection and measurement of data and signals</p> | <p>BE(Hons) - Bachelor of Engineering (Honours) - Programme Capabilities <p>Apply knowledge of mathematics, natural science, computing and engineering fundamentals, and an engineering specialisation, considering multiple perspectives and knowledge systems to develop solutions to complex engineering problems (WA1)</p> <p>Create, select, apply, and recognize limitations of appropriate techniques, resources, and modern engineering and IT tools, including measurements, modelling and prediction, to solve complex engineering problems (WA5)</p> <p>Use knowledge of mathematics, natural sciences and engineering principles, and research literature to identify, formulate, analyse and solve complex engineering problems and reach substantiated conclusions (WA2)</p> <p>Conduct investigations of complex engineering problems using research methods, research-based knowledge, design of experiments, analysis and interpretation of data, and synthesis of information to provide valid conclusions (WA4)</p> </p> |
| 2 | <p>Create informative insights from complex data using appropriate methods</p> | <p>BE(Hons) - Bachelor of Engineering (Honours) - Programme Capabilities <p>Apply knowledge of mathematics, natural science, computing and engineering fundamentals, and an engineering specialisation, considering multiple perspectives and knowledge systems to develop solutions to complex engineering problems (WA1)</p> <p>Use knowledge of mathematics, natural sciences and engineering principles, and research literature to identify, formulate, analyse and solve complex engineering problems and reach substantiated conclusions (WA2)</p> <p>Communicate effectively, respectfully and inclusively on complex engineering activities with the engineering community and with society at large, such as being able to comprehend and write effective reports and design documentation, make effective presentations, taking into account cultural, language, and learning differences using a range of technologies and formats (WA10)</p> </p> |
| 3 | <p>Understand data-driven modelling with Python</p> | <p>BE(Hons) - Bachelor of Engineering (Honours) - Programme Capabilities <p>Apply knowledge of mathematics, natural science, computing and engineering fundamentals, and an engineering specialisation, considering multiple perspectives and knowledge systems to develop solutions to complex engineering problems (WA1)</p> <p>Create, select, apply, and recognize limitations of appropriate techniques, resources, and modern engineering and IT tools, including measurements, modelling and prediction, to solve complex engineering problems (WA5)</p> <p>Use knowledge of mathematics, natural sciences and engineering principles, and research literature to identify, formulate, analyse and solve complex engineering problems and reach substantiated conclusions (WA2)</p> <p>Conduct investigations of complex engineering problems using research methods, research-based knowledge, design of experiments, analysis and interpretation of data, and synthesis of information to provide valid conclusions (WA4)</p> </p> |
| 4 | <p>Apply modelling techniques on data and signals</p> | <p>BE(Hons) - Bachelor of Engineering (Honours) - Programme Capabilities <p>Apply knowledge of mathematics, natural science, computing and engineering fundamentals, and an engineering specialisation, considering multiple perspectives and knowledge systems to develop solutions to complex engineering problems (WA1)</p> <p>Create, select, apply, and recognize limitations of appropriate techniques, resources, and modern engineering and IT tools, including measurements, modelling and prediction, to solve complex engineering problems (WA5)</p> <p>Use knowledge of mathematics, natural sciences and engineering principles, and research literature to identify, formulate, analyse and solve complex engineering problems and reach substantiated conclusions (WA2)</p> <p>Conduct investigations of complex engineering problems using research methods, research-based knowledge, design of experiments, analysis and interpretation of data, and synthesis of information to provide valid conclusions (WA4)</p> </p> |
| 5 | <p>Understand the mathematical concepts of machine learning</p> | <p>BE(Hons) - Bachelor of Engineering (Honours) - Programme Capabilities <p>Apply knowledge of mathematics, natural science, computing and engineering fundamentals, and an engineering specialisation, considering multiple perspectives and knowledge systems to develop solutions to complex engineering problems (WA1)</p> <p>Create, select, apply, and recognize limitations of appropriate techniques, resources, and modern engineering and IT tools, including measurements, modelling and prediction, to solve complex engineering problems (WA5)</p> </p> |
| 6 | <p>Apply the ability to develop machine learning algorithms in Python</p> | <p>BE(Hons) - Bachelor of Engineering (Honours) - Programme Capabilities <p>Apply knowledge of mathematics, natural science, computing and engineering fundamentals, and an engineering specialisation, considering multiple perspectives and knowledge systems to develop solutions to complex engineering problems (WA1)</p> <p>Create, select, apply, and recognize limitations of appropriate techniques, resources, and modern engineering and IT tools, including measurements, modelling and prediction, to solve complex engineering problems (WA5)</p> <p>Use knowledge of mathematics, natural sciences and engineering principles, and research literature to identify, formulate, analyse and solve complex engineering problems and reach substantiated conclusions (WA2)</p> <p>Conduct investigations of complex engineering problems using research methods, research-based knowledge, design of experiments, analysis and interpretation of data, and synthesis of information to provide valid conclusions (WA4)</p> </p> |
| 7 | <p>Evaluate the assumptions and results of data science projects</p> | <p>BE(Hons) - Bachelor of Engineering (Honours) - Programme Capabilities <p>Apply knowledge of mathematics, natural science, computing and engineering fundamentals, and an engineering specialisation, considering multiple perspectives and knowledge systems to develop solutions to complex engineering problems (WA1)</p> <p>Create, select, apply, and recognize limitations of appropriate techniques, resources, and modern engineering and IT tools, including measurements, modelling and prediction, to solve complex engineering problems (WA5)</p> <p>Use knowledge of mathematics, natural sciences and engineering principles, and research literature to identify, formulate, analyse and solve complex engineering problems and reach substantiated conclusions (WA2)</p> <p>Conduct investigations of complex engineering problems using research methods, research-based knowledge, design of experiments, analysis and interpretation of data, and synthesis of information to provide valid conclusions (WA4)</p> <p>Communicate effectively, respectfully and inclusively on complex engineering activities with the engineering community and with society at large, such as being able to comprehend and write effective reports and design documentation, make effective presentations, taking into account cultural, language, and learning differences using a range of technologies and formats (WA10)</p> </p> |