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Overview
In this AI, Machine Learning and Data Science for the Petroleum Industry course at the University of Aberdeen, you’ll study the fundamental and applied aspects of AI, machine learning, and data science for petroleum industry practitioners.
You’ll learn how to optimise sustainable subsurface petroleum production using AI and data science tools. You’ll cover a range of AI, machine learning, and data science topics across the course.
Outcomes
By the end of this AI course, you’ll be able to...
- Describe what AI and data science is and explain the core concepts relating to the petroleum industry.
- Assess how AI, machine learning, and data science application in the petroleum industry can transform operational processes.
- Import and clean data sets, analyse and visualise data, and build machine-learning models using data scientists’ tools and languages, such as Python and SQL.
- Evaluate the ethical issues, limitations, and legal and legislative concerns surrounding AI.
Programme Structure
Topics include:
- Core AI concepts, including deep learning, machine learning, and neural networks.
- Application of AI across multiple domains, such as natural language processing (NLP), computer vision and robotics, and how these techniques drive innovation in the petroleum industry.
- Generative AI models, including large language models (LLMs) and their capabilities.
- Evaluating the transformative impact of AI on oil and gas operations processes.
- AI ethics, governance, regulations, and prevalent concerns and issues surrounding the evolution of AI within the industry.
- How data science is used to gather, clean, organise, and analyse data in order to extract helpful insights and predict expected outcomes for the petroleum industry.
- How big data generated in the industry can be used effectively as part of predictive maintenance, oil and gas production management, and monetisation of petroleum exploration and exploitation processes.
Key information
Duration
- Part-time
- 4 months
Start dates & application deadlines
- StartingApply anytime.
Language
English
Duolingo English Test 120
TOEFL® IBT OR
90
PTE Academic 62
IELTS 6.5
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- 98 accuracy using real exam data
- 4.9/5 student rating
Credits
15 alternative credits
Delivered
Online
Campus Location
- Aberdeen, United Kingdom
Disciplines
Mining, Oil & Gas Artificial Intelligence Machine Learning View 4 other Short Courses in Mining, Oil & Gas in United KingdomWhat students do after studying
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Academic requirements
GPA Lower Second Class (recommended)
English requirements
Duolingo English Test 120
TOEFL® IBT OR
90
PTE Academic 62
IELTS 6.5
Prepare for Your English Test
Cathoven AI IELTS Preparation AI-powered IELTS feedback. Clear, actionable, and tailored to boost your writing & speaking score. No credit card or upfront payment required.
- Trusted by 300k learners
- 98 accuracy using real exam data
- 4.9/5 student rating
Other requirements
General requirements
- This course has no formal entry requirements. You decide if it’s suitable for you.
The course is delivered at Masters level. At this level, for this course, you’d usually have at least:
- a 2:2 UK honours degree (or equivalent) in a relevant subject, or
- relevant professional experience that supports this level of learning.
Tuition Fees
Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.
-
International Applies to you
Applies to youNon-residents1395 GBP / full≈ 1395 GBP / full -
Domestic Applies to you
Applies to youCitizens or residents1395 GBP / full≈ 1395 GBP / full
Funding
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