PETROENG 7064 - Data analytics in oil and gas industry
| Career: | Postgraduate Coursework |
|---|---|
| Units: | 3 |
| Term: | 4220 |
| Campus: | North Terrace |
| Contact: | 48 hours - Intensive mode |
| Available for Study Abroad and Exchange: | Yes |
| Available for Non-Award Study: | Yes |
| Assumed Knowledge: | Reservoir Engineering |
| Assessment: | Exam, assignment, project |
| Syllabus: |
This course introduces the opportunities, challenges and current development of data analytics applications in oil and gas industry. The theory and fundamental equations, as well as understanding data driven methods are covered. Practical methods, real field examples will equip students to apply data analytics and machine learning methods in petroleum engineering. The course covers the following topics with specific applications in petroleum engineering: • Overview of Data Analytics • Introduction to Programming – Python • Univariate and Multivariate Descriptive Statistics • Univariate and Multivariate Inferential Statistics and Predictive Analytics • Machine Learning |
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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| 4220 | Mon 08/08/2022 | Wed 17/08/2022 | Fri 16/09/2022 | Fri 28/10/2022 |
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Class Details
| Enrolment Class: Workshop | |||||||
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| Class Nbr | Section | Size | Available | Dates | Days | Time | Location |
| 24160 | WR01 | 10 | 8 | 4 Aug - 5 Aug | Thursday, Friday | 9am - 5pm | Petroleum Engineering, G04, Teaching Room |
| 8 Aug - 10 Aug | Monday, Tuesday, Wednesday | 9am - 5pm | Petroleum Engineering, G04, Teaching Room | ||||
| 15 Aug - 19 Aug | Monday, Tuesday, Wednesday, Thursday, Friday | 9am - 5pm | Petroleum Engineering, G04, Teaching Room | ||||
| 22 Aug - 23 Aug | Monday, Tuesday | 9am - 5pm | Petroleum Engineering, G04, Teaching Room | Note: This class will be delivered both online and face to face. Please refer to MyUni for details once enrolled. | |||
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