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MATHS 1004UAC - Mathematics for Data Science I

Career: Non-Award
Units: 3
Term: Semester 2
Campus: University of Adelaide College
Restriction: Available only to University of Adelaide College students
Available for Study Abroad and Exchange: No
Available for Non-Award Study: No
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

Tuition fees for students undertaking this course are charged by University of Adelaide College.


Course Outline

A Course Outline which includes Learning Outcomes, Learning Resources, Learning & Teaching for this course may be accessed here


Critical Dates

Term Last Day to Add Online Census Date Last Day to WNF Last Day to WF
Semester 2 Mon 05/08/2024 Wed 14/08/2024 Fri 13/09/2024 Fri 25/10/2024


Class Details

Enrolment Class: Practical
Class Nbr Section Size Available Dates Days Time Location
23488 PR08 3 3 25 Jul - 25 Jul Thursday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
8 Aug - 8 Aug Thursday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
22 Aug - 22 Aug Thursday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
5 Sep - 5 Sep Thursday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
3 Oct - 3 Oct Thursday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
17 Oct - 17 Oct Thursday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
23489 PR07 0 FULL 26 Jul - 26 Jul Friday 1pm - 2pm Ingkarni Wardli, B15, CAT Suite
9 Aug - 9 Aug Friday 1pm - 2pm Ingkarni Wardli, B15, CAT Suite
23 Aug - 23 Aug Friday 1pm - 2pm Ingkarni Wardli, B15, CAT Suite
6 Sep - 6 Sep Friday 1pm - 2pm Ingkarni Wardli, B15, CAT Suite
4 Oct - 4 Oct Friday 1pm - 2pm Ingkarni Wardli, B15, CAT Suite
18 Oct - 18 Oct Friday 1pm - 2pm Ingkarni Wardli, B15, CAT Suite
23490 PR06 6 6 22 Jul - 22 Jul Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
5 Aug - 5 Aug Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
19 Aug - 19 Aug Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
2 Sep - 2 Sep Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
30 Sep - 30 Sep Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
14 Oct - 14 Oct Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
23491 PR05 0 FULL 23 Jul - 23 Jul Tuesday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
6 Aug - 6 Aug Tuesday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
20 Aug - 20 Aug Tuesday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
3 Sep - 3 Sep Tuesday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
1 Oct - 1 Oct Tuesday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
15 Oct - 15 Oct Tuesday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
23492 PR04 15 15 26 Jul - 26 Jul Friday 2pm - 3pm Ingkarni Wardli, 236, CAT Suite
9 Aug - 9 Aug Friday 2pm - 3pm Ingkarni Wardli, 236, CAT Suite
23 Aug - 23 Aug Friday 2pm - 3pm Ingkarni Wardli, 236, CAT Suite
6 Sep - 6 Sep Friday 2pm - 3pm Ingkarni Wardli, 236, CAT Suite
4 Oct - 4 Oct Friday 2pm - 3pm Ingkarni Wardli, 236, CAT Suite
18 Oct - 18 Oct Friday 2pm - 3pm Ingkarni Wardli, 236, CAT Suite
23493 PR03 11 11 22 Jul - 22 Jul Monday 4pm - 5pm Engineering & Mathematics, EM108, CAT Suite
5 Aug - 5 Aug Monday 4pm - 5pm Engineering & Mathematics, EM108, CAT Suite
19 Aug - 19 Aug Monday 4pm - 5pm Engineering & Mathematics, EM108, CAT Suite
2 Sep - 2 Sep Monday 4pm - 5pm Engineering & Mathematics, EM108, CAT Suite
30 Sep - 30 Sep Monday 4pm - 5pm Engineering & Mathematics, EM108, CAT Suite
14 Oct - 14 Oct Monday 4pm - 5pm Engineering & Mathematics, EM108, CAT Suite
23494 PR02 15 15 26 Jul - 26 Jul Friday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
9 Aug - 9 Aug Friday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
23 Aug - 23 Aug Friday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
6 Sep - 6 Sep Friday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
4 Oct - 4 Oct Friday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
18 Oct - 18 Oct Friday 3pm - 4pm Ingkarni Wardli, 236, CAT Suite
23495 PR01 6 6 22 Jul - 22 Jul Monday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
5 Aug - 5 Aug Monday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
19 Aug - 19 Aug Monday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
2 Sep - 2 Sep Monday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
30 Sep - 30 Sep Monday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
14 Oct - 14 Oct Monday 12pm - 1pm Ingkarni Wardli, 236, CAT Suite
Related Class: Tuition
Class Nbr Section Size Available Dates Days Time Location
22324 TT01 24 24 25 Jul - 12 Sep Thursday 5pm - 7pm Darling West, 105, Teaching Room
3 Oct - 24 Oct Thursday 5pm - 7pm Darling West, 105, Teaching Room
22325 TT02 24 24 24 Jul - 11 Sep Wednesday 5pm - 7pm Darling West, 204, Teaching Room
2 Oct - 23 Oct Wednesday 5pm - 7pm Darling West, 204, Teaching Room
22326 TT03 24 24 25 Jul - 12 Sep Thursday 10am - 12pm Darling West, 105, Teaching Room
3 Oct - 24 Oct Thursday 10am - 12pm Darling West, 105, Teaching Room
Related Class: Assessment
Class Nbr Section Size Available Dates Days Time Location
23553 AS08 8 8 10 Sep - 10 Sep Tuesday 2pm - 3pm Ingkarni Wardli, B23, CAT Suite
23554 AS07 6 6 10 Sep - 10 Sep Tuesday 1pm - 2pm Ingkarni Wardli, G22, CAT Suite
23555 AS06 6 6 11 Sep - 11 Sep Wednesday 2pm - 3pm Ingkarni Wardli, G22, CAT Suite
23556 AS05 6 6 9 Sep - 9 Sep Monday 10am - 11am Ingkarni Wardli, G22, CAT Suite
23557 AS04 9 9 9 Sep - 9 Sep Monday 9am - 10am Ingkarni Wardli, B23, CAT Suite
23558 AS03 6 6 9 Sep - 9 Sep Monday 4pm - 5pm Engineering & Mathematics, EM108, CAT Suite
23559 AS02 6 6 13 Sep - 13 Sep Friday 4pm - 5pm Ingkarni Wardli, B23, CAT Suite
23560 AS01 9 9 9 Sep - 9 Sep Monday 11am - 12pm Ingkarni Wardli, B23, CAT Suite
Automatic Enrolment Class: Seminar
Class Nbr Section Size Available Dates Days Time Location
23561 SE01 60 60 22 Jul - 22 Jul Monday 2pm - 3pm Scott Theatre, 001, Scott Theatre
25 Jul - 12 Sep Thursday 12pm - 1pm The Braggs, G60, Bragg Lecture Theatre
3 Oct - 24 Oct Thursday 12pm - 1pm The Braggs, G60, Bragg Lecture Theatre