MATHS 1004UAC - Mathematics for Data Science I
Career: | Non-Award |
---|---|
Units: | 3 |
Term: | 3920 |
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 |
---|---|---|---|---|
3920 | Mon 12/08/2019 | Sat 31/08/2019 | Fri 20/09/2019 | Fri 01/11/2019 |
Class Details
Enrolment Class: Lecture | |||||||
---|---|---|---|---|---|---|---|
Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
28938 | LE01 | 115 | 7 | 30 Jul - 17 Sep | Tuesday | 11am - 12pm | Scott Theatre, 001, Scott Theatre |
31 Jul - 18 Sep | Wednesday | 11am - 12pm | Barr Smith South, 3029, Flentje Lecture Theatre | ||||
1 Aug - 19 Sep | Thursday | 1pm - 2pm | Barr Smith South, 3029, Flentje Lecture Theatre | ||||
2 Aug - 20 Sep | Friday | 1pm - 2pm | Barr Smith South, 3029, Flentje Lecture Theatre | ||||
8 Oct - 29 Oct | Tuesday | 11am - 12pm | Scott Theatre, 001, Scott Theatre | ||||
9 Oct - 30 Oct | Wednesday | 11am - 12pm | Barr Smith South, 3029, Flentje Lecture Theatre | ||||
10 Oct - 31 Oct | Thursday | 1pm - 2pm | Barr Smith South, 3029, Flentje Lecture Theatre | ||||
11 Oct - 1 Nov | Friday | 1pm - 2pm | Barr Smith South, 3029, Flentje Lecture Theatre | Note: Only available to University of Adelaide College students | |||
Related Class: Laboratory | |||||||
Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
28935 | LA02 | 50 | 1 | 31 Jul - 31 Jul | Wednesday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite |
14 Aug - 14 Aug | Wednesday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite | ||||
28 Aug - 28 Aug | Wednesday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite | ||||
11 Sep - 11 Sep | Wednesday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite | ||||
9 Oct - 9 Oct | Wednesday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite | ||||
23 Oct - 23 Oct | Wednesday | 9am - 10am | Engineering & Mathematics, EMG13, Computer Suite | Note: Only available to University of Adelaide College students | |||
28936 | LA01 | 50 | 2 | 2 Aug - 2 Aug | Friday | 11am - 12pm | Engineering & Mathematics, EMG13, Computer Suite |
16 Aug - 16 Aug | Friday | 11am - 12pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
30 Aug - 30 Aug | Friday | 11am - 12pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
13 Sep - 13 Sep | Friday | 11am - 12pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
11 Oct - 11 Oct | Friday | 11am - 12pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
25 Oct - 25 Oct | Friday | 11am - 12pm | Engineering & Mathematics, EMG13, Computer Suite | Note: Only available to University of Adelaide College students | |||
29098 | LA03 | 15 | 4 | 30 Jul - 30 Jul | Tuesday | 4pm - 5pm | Engineering & Mathematics, EMG13, Computer Suite |
13 Aug - 13 Aug | Tuesday | 4pm - 5pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
27 Aug - 27 Aug | Tuesday | 4pm - 5pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
10 Sep - 10 Sep | Tuesday | 4pm - 5pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
8 Oct - 8 Oct | Tuesday | 4pm - 5pm | Engineering & Mathematics, EMG13, Computer Suite | ||||
22 Oct - 22 Oct | Tuesday | 4pm - 5pm | Engineering & Mathematics, EMG13, Computer Suite |