MATHS 1004 - Mathematics for Data Science I
| Career: | Undergraduate |
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| Units: | 3 |
| Term: | 4120 |
| Campus: | North Terrace |
| Contact: | Up to 3 hours per week |
| Restriction: | Not available for BMaSc or BMaSc(Adv) students or BMaSc (Hons) [Direct Entry] |
| Available for Study Abroad and Exchange: | Yes |
| Available for Non-Award Study: | Yes |
| Pre-Requisite: | At least a C- in SACE Stage 2 Mathematical Methods or IB Mathematics: at least 3 in Applications and Interpretations HL; or 4 in Analysis and Approaches SL |
| Incompatible: | MATHS 1008, MATHS 1010, MATHS 1012 |
| Assessment: | On-going assessment, exam |
| Syllabus: |
Data science is one of the highest-paying graduate jobs, for those with the relevant mathematical training. This course introduces fundamental mathematical concepts relevant to data and computer science and provides a basis for further study in data science, statistics and cybersecurity. Topics covered are probability: sets, counting, probability axioms, Bayes theorem; applications of calculus: integration and continuous probability distributions, series approximations; linear algebra: vectors and matrices, matrix algebra, vector spaces, eigenvalues and diagonalisation. The course draws connections between each of these fundamental mathematical concepts and modern data science applications and introduces mathematical applications using Python programming. |
Course Fees
Study Abroad student tuition fees are available here
Only some Postgraduate Coursework programs are available as Commonwealth Supported. Please check your program for specific fee information.
The fees displayed below for international students are for students commencing a program in 2024 only. International students who commenced a program in 2023 or prior can find their fee here.
| EFTSL | |||
|---|---|---|---|
| 0.125 | |||
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Course Outline
A Course Outline which includes Learning Outcomes, Learning Resources, Learning & Teaching for this course may be accessed here
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Critical Dates
| Term | Last Day to Add Online | Census Date | Last Day to WNF | Last Day to WF |
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| 4120 | Mon 09/08/2021 | Wed 18/08/2021 | Fri 17/09/2021 | Fri 29/10/2021 |
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Class Details
| Enrolment Class: Lecture | |||||||
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| Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
| 24034 | LE01 | 260 | 43 | 28 Jul - 15 Sep | Wednesday | 9am - 10am | Napier, G04, Lecture Theatre |
| 6 Oct - 27 Oct | Wednesday | 9am - 10am | Napier, G04, Lecture Theatre | ||||
| Related Class: Tutorial | |||||||
| Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
| 24036 | TU06 | 55 | FULL | 2 Aug - 2 Aug | Monday | 11am - 12pm | MyUni, OL, Online Class |
| 16 Aug - 16 Aug | Monday | 11am - 12pm | MyUni, OL, Online Class | ||||
| 30 Aug - 30 Aug | Monday | 11am - 12pm | MyUni, OL, Online Class | ||||
| 13 Sep - 13 Sep | Monday | 11am - 12pm | MyUni, OL, Online Class | ||||
| 11 Oct - 11 Oct | Monday | 11am - 12pm | MyUni, OL, Online Class | ||||
| 25 Oct - 25 Oct | Monday | 11am - 12pm | MyUni, OL, Online Class | Note: This class is for offshore / remote students only. Please refer to MyUni for details once enrolled. | |||
| 24037 | TU05 | 55 | 3 | 3 Aug - 3 Aug | Tuesday | 2pm - 3pm | Barr Smith South, 1063, Teaching Room |
| 17 Aug - 17 Aug | Tuesday | 2pm - 3pm | Barr Smith South, 1063, Teaching Room | ||||
| 31 Aug - 31 Aug | Tuesday | 2pm - 3pm | Barr Smith South, 1063, Teaching Room | ||||
| 14 Sep - 14 Sep | Tuesday | 2pm - 3pm | Barr Smith South, 1063, Teaching Room | ||||
| 12 Oct - 12 Oct | Tuesday | 2pm - 3pm | Barr Smith South, 1063, Teaching Room | ||||
| 26 Oct - 26 Oct | Tuesday | 2pm - 3pm | Barr Smith South, 1063, Teaching Room | Note: This class will be delivered face to face. | |||
| 24038 | TU04 | 55 | 17 | 3 Aug - 3 Aug | Tuesday | 3pm - 4pm | Barr Smith South, 1063, Teaching Room |
| 17 Aug - 17 Aug | Tuesday | 3pm - 4pm | Barr Smith South, 1063, Teaching Room | ||||
| 31 Aug - 31 Aug | Tuesday | 3pm - 4pm | Barr Smith South, 1063, Teaching Room | ||||
| 14 Sep - 14 Sep | Tuesday | 3pm - 4pm | Barr Smith South, 1063, Teaching Room | ||||
| 12 Oct - 12 Oct | Tuesday | 3pm - 4pm | Barr Smith South, 1063, Teaching Room | ||||
| 26 Oct - 26 Oct | Tuesday | 3pm - 4pm | Barr Smith South, 1063, Teaching Room | Note: This class will be delivered face to face. | |||
| 24039 | TU03 | 55 | 23 | 6 Aug - 6 Aug | Friday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room |
| 20 Aug - 20 Aug | Friday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room | ||||
| 3 Sep - 3 Sep | Friday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room | ||||
| 17 Sep - 17 Sep | Friday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room | ||||
| 15 Oct - 15 Oct | Friday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room | ||||
| 29 Oct - 29 Oct | Friday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room | Note: This class will be delivered face to face. | |||
| 24040 | TU02 | 55 | 47 | 3 Aug - 3 Aug | Tuesday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room |
| 17 Aug - 17 Aug | Tuesday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room | ||||
| 31 Aug - 31 Aug | Tuesday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room | ||||
| 14 Sep - 14 Sep | Tuesday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room | ||||
| 12 Oct - 12 Oct | Tuesday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room | ||||
| 26 Oct - 26 Oct | Tuesday | 9am - 10am | Engineering & Mathematics, EM205, Teaching Room | Note: This class will be delivered face to face. | |||
| 24041 | TU01 | 55 | 27 | 3 Aug - 3 Aug | Tuesday | 5pm - 6pm | Engineering & Mathematics, EM205, Teaching Room |
| 17 Aug - 17 Aug | Tuesday | 5pm - 6pm | Engineering & Mathematics, EM205, Teaching Room | ||||
| 31 Aug - 31 Aug | Tuesday | 5pm - 6pm | Engineering & Mathematics, EM205, Teaching Room | ||||
| 14 Sep - 14 Sep | Tuesday | 5pm - 6pm | Engineering & Mathematics, EM205, Teaching Room | ||||
| 12 Oct - 12 Oct | Tuesday | 5pm - 6pm | Engineering & Mathematics, EM205, Teaching Room | ||||
| 26 Oct - 26 Oct | Tuesday | 5pm - 6pm | Engineering & Mathematics, EM205, Teaching Room | Note: This class will be delivered face to face. | |||
| Related Class: Computer Exercise | |||||||
| Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
| 24042 | CO06 | 40 | FULL | 30 Jul - 30 Jul | Friday | 12pm - 1pm | MyUni, OL, Online Class |
| 13 Aug - 13 Aug | Friday | 12pm - 1pm | MyUni, OL, Online Class | ||||
| 27 Aug - 27 Aug | Friday | 12pm - 1pm | MyUni, OL, Online Class | ||||
| 10 Sep - 10 Sep | Friday | 12pm - 1pm | MyUni, OL, Online Class | ||||
| 8 Oct - 8 Oct | Friday | 12pm - 1pm | MyUni, OL, Online Class | ||||
| 22 Oct - 22 Oct | Friday | 12pm - 1pm | MyUni, OL, Online Class | Note: This class is for offshore / remote students only. Please refer to MyUni for details once enrolled. | |||
| 24043 | CO05 | 45 | FULL | 27 Jul - 27 Jul | Tuesday | 11am - 12pm | Ingkarni Wardli, 234, CAT Suite |
| 10 Aug - 10 Aug | Tuesday | 11am - 12pm | Ingkarni Wardli, 234, CAT Suite | ||||
| 24 Aug - 24 Aug | Tuesday | 11am - 12pm | Ingkarni Wardli, 234, CAT Suite | ||||
| 7 Sep - 7 Sep | Tuesday | 11am - 12pm | Ingkarni Wardli, 234, CAT Suite | ||||
| 5 Oct - 5 Oct | Tuesday | 11am - 12pm | Ingkarni Wardli, 234, CAT Suite | ||||
| 19 Oct - 19 Oct | Tuesday | 11am - 12pm | Ingkarni Wardli, 234, CAT Suite | Note: This class will be delivered face to face. | |||
| 24044 | CO04 | 25 | 3 | 28 Jul - 28 Jul | Wednesday | 3pm - 4pm | MyUni, OL, Online Class |
| 11 Aug - 11 Aug | Wednesday | 3pm - 4pm | MyUni, OL, Online Class | ||||
| 25 Aug - 25 Aug | Wednesday | 3pm - 4pm | MyUni, OL, Online Class | ||||
| 8 Sep - 8 Sep | Wednesday | 3pm - 4pm | MyUni, OL, Online Class | ||||
| 6 Oct - 6 Oct | Wednesday | 3pm - 4pm | MyUni, OL, Online Class | ||||
| 20 Oct - 20 Oct | Wednesday | 3pm - 4pm | MyUni, OL, Online Class | Note: This class is for offshore / remote students only. Please refer to MyUni for details once enrolled. | |||
| 24045 | CO03 | 40 | 6 | 27 Jul - 27 Jul | Tuesday | 10am - 11am | Ingkarni Wardli, B23, CAT Suite |
| 10 Aug - 10 Aug | Tuesday | 10am - 11am | Ingkarni Wardli, B23, CAT Suite | ||||
| 24 Aug - 24 Aug | Tuesday | 10am - 11am | Ingkarni Wardli, B23, CAT Suite | ||||
| 7 Sep - 7 Sep | Tuesday | 10am - 11am | Ingkarni Wardli, B23, CAT Suite | ||||
| 5 Oct - 5 Oct | Tuesday | 10am - 11am | Ingkarni Wardli, B23, CAT Suite | ||||
| 19 Oct - 19 Oct | Tuesday | 10am - 11am | Ingkarni Wardli, B23, CAT Suite | Note: This class will be delivered face to face. | |||
| 24046 | CO02 | 45 | 1 | 28 Jul - 28 Jul | Wednesday | 12pm - 1pm | Engineering & Mathematics, EM108, CAT Suite |
| 11 Aug - 11 Aug | Wednesday | 12pm - 1pm | Engineering & Mathematics, EM108, CAT Suite | ||||
| 25 Aug - 25 Aug | Wednesday | 12pm - 1pm | Engineering & Mathematics, EM108, CAT Suite | ||||
| 8 Sep - 8 Sep | Wednesday | 12pm - 1pm | Engineering & Mathematics, EM108, CAT Suite | ||||
| 6 Oct - 6 Oct | Wednesday | 12pm - 1pm | Engineering & Mathematics, EM108, CAT Suite | ||||
| 20 Oct - 20 Oct | Wednesday | 12pm - 1pm | Engineering & Mathematics, EM108, CAT Suite | Note: This class will be delivered face to face. | |||
| 24047 | CO01 | 40 | 11 | 29 Jul - 29 Jul | Thursday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite |
| 12 Aug - 12 Aug | Thursday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite | ||||
| 26 Aug - 26 Aug | Thursday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite | ||||
| 9 Sep - 9 Sep | Thursday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite | ||||
| 7 Oct - 7 Oct | Thursday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite | ||||
| 21 Oct - 21 Oct | Thursday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite | Note: This class will be delivered face to face. | |||
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