Course overview
The exceptional development of new hardware dedicated to high-performance mathematical computations, and the parallel availability of large data sets due to the rise of the internet, has made viable the field of data analytics, where large quantities of data can be handled and studied. This course introduces learners to concepts in linear algebra, calculus, and probability, which form the three mathematical pillars of data analytics. The emphasis is on developing skill sets allowing learners to progress to specialised courses in data analytics. Python is utilised throughout as a means of implementing mathematical methods with technology.
- Linear Algebra
- Multivariable Calculus
- Probability
Course learning outcomes
- Apply techniques from linear algebra to solve problems involving vector spaces, matrices, eigenvalues and linear transformations.
- Formulate and solve optimisation problems using multivariable calculus.
- Perform computations with random variables and probability and explain the relation to entropy.
- Use Python to verify solutions and produce solutions for more complex problems.
- Present results of calculations in a clear and logical manner.
Availability
Class details
Adelaide City Campus East
Class number 21263
Section FR01
Size 150
Available 150
Class number 21264
Section PR01
Size 25
Available 25
Class number 21265
Section PR02
Size 25
Available 25
Class number 21266
Section PR03
Size 25
Available 25
Class number 21267
Section PR04
Size 25
Available 25
Class number 21268
Section PR05
Size 25
Available 25
Class number 21269
Section PR06
Size 25
Available 25
Class number 22928
Section WS01
Size 25
Available 25
Class number 22929
Section WS02
Size 25
Available 25
Class number 22930
Section WS03
Size 25
Available 25
Class number 22931
Section WS04
Size 25
Available 25
Class number 22932
Section WS05
Size 25
Available 25
Class number 22933
Section WS06
Size 25
Available 25
Class details
Adelaide City Campus East
Class number 51390
Section FR01
Size 150
Available 150
Class number 51391
Section PR01
Size 25
Available 25
Class number 51392
Section PR02
Size 25
Available 25
Class number 51393
Section PR03
Size 25
Available 25
Class number 51394
Section PR04
Size 25
Available 25
Class number 51395
Section PR05
Size 25
Available 25
Class number 51396
Section PR06
Size 25
Available 25
Class number 53063
Section WS01
Size 25
Available 25
Class number 53064
Section WS02
Size 25
Available 25
Class number 53065
Section WS03
Size 25
Available 25
Class number 53066
Section WS04
Size 25
Available 25
Class number 53067
Section WS05
Size 25
Available 25
Class number 53068
Section WS06
Size 25
Available 25
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The Student Contribution amount displayed below is for students commencing a new program from 2021 onwards. If you are continuing in a program you commenced prior to 1 January 2021, or are commencing an Honours degree relating to an undergraduate degree you commenced prior to 1 January 2021, you may be charged a different Student Contribution amount from the amount displayed below. Please check the Student Contribution bands for continuing students here. If you are an international student, or a domestic student studying in a full fee paying place, and are continuing study that you commenced in 2025 or earlier, your fees will be available here before enrolments open for 2026.