Key information
Develop specialist expertise in artificial intelligence, machine learning and intelligent systems. Go beyond using AI tools and gain the knowledge needed to understand, evaluate and shape the future of artificial intelligence.
- Level
- Postgraduate
- Delivery type
- Self-paced
- Degree qualification
- MSc
- Location
- Online
- Duration
- Flexible
- Start date
- September, January, May
Programme overview
1st
1st in Scotland and 6th in the UK for AI (Daily Mail 2026 rankings)
Up 124%
Demand for AI skills has increased by 124% year-on-year, creating jobs across software engineering, data science, and digital transformation.
86%
86% of employers: Expect AI and information-processing technologies to transform their organisations by 2030 (World Economic Forum).
As organisations increasingly adopt AI-enabled technologies, demand is growing for skilled professionals who can combine strong computational thinking with the technical, analytical and professional capabilities to lead future AI solutions.
Build expertise in artificial intelligence. Join Heriot-Watt University's online MSc Computer Science with Artificial Intelligence and develop the technical, analytical and professional skills needed to drive innovation in an AI-powered world.
Learn beyond the application of AI tools. Combining computer science fundamentals with specialist expertise in machine learning and intelligent systems, you'll develop a deeper understanding of how AI technologies work, where they create value and how they can be deployed responsibly.
Learn from a university at the forefront of computing research. Developed with Coursera and taught by leading academics from Heriot-Watt's School of Mathematical and Computer Sciences, this MSc blends academic rigour with practical, industry-applied learning.
In an era where technology drives almost every industry, there is a critical demand for highly skilled computer science graduates. This master's reflects our commitment to developing the next generation of tech leaders.
Industry learning built in
Gain an Industry Specialisation Certificate as part of your degree, with industry-led learning fully integrated into the curriculum. Offered by global organisations including Microsoft, IBM, AWS, Stanford University and DeepLearningAI, these pathways allow you to develop focused expertise in AI, machine learning, data and generative AI while building skills that support your career ambitions.
Gain skills that support long-term career growth. Professionals with AI capabilities earn a median global salary of £103,186 (Lightcast,2026), highlighting the increasing value of AI expertise across industries. With unlimited access to 14,000+ Coursera Career Academy courses and professional certificates from Google, IBM and Meta, you can tailor your learning to your ambitions while preparing for opportunities in AI, software engineering, data science and digital transformation.
Access a flexible route into postgraduate study. Even without a formal computer science background, our performance-based admissions pathway offers an alternative route to master's-level study. By successfully completing your first course, you can demonstrate your ability and progress towards the full degree, helping unlock opportunities in one of today's most in-demand fields.
Who is this degree for?
Whether you're looking to advance your career, change direction, or develop specialist expertise in artificial intelligence, this degree is designed to help you succeed in an AI-driven economy. You may be a:
- Technology professional seeking to develop advanced AI and machine learning expertise.
- Career changer ready to enter one of the world's fastest-growing fields.
- Technology leader looking to drive AI innovation and digital transformation.
- Lifelong learner interested in understanding the theory behind intelligent systems.
- Experienced professional wanting to strengthen your credentials with a globally recognised master's degree.
- Busy working professional seeking a flexible route to postgraduate study.
Join the first cohort today. Application deadline: November 30 2026
Complete your application today to start learning in January.
Apply nowStudent experience
Built specifically for online learners
Many universities adapt classroom teaching for online delivery. Heriot-Watt Online is different. Every programme is developed specifically for online learners by academics, learning designers and in-house media specialists, creating an engaging and flexible learning experience designed around the realities of modern life.
Join a lifelong learning ecosystem
When you study with us, you gain access to an entire learning ecosystem. Alongside your MSc, you can build new skills through the Professional Academy and access hundreds of professional certificates, courses and projects through Coursera Career Academy, helping you continue developing long after graduation.
Unlock postgraduate study on your terms
Through our Performance-Based Admissions pathway, motivated learners can demonstrate their readiness for postgraduate study, creating opportunities that may not be available through traditional admissions routes.
Progress your career without pressing pause
Learn at your own pace, from anywhere in the world, while continuing to work and maintain your income. With flexible study pathways and up to eight years to complete your qualification, you can fit learning around your professional and personal commitments.
Learn alongside professionals worldwide
As one of the UK's largest providers of online postgraduate education, Heriot-Watt Online connects you with a global network of students, academics and alumni, creating opportunities for collaboration, networking and lifelong learning.
Course content
Combining strong computer science foundations with specialist artificial intelligence expertise, this MSc is designed to help you develop the technical, analytical and problem-solving skills needed to design intelligent systems, evaluate emerging technologies and solve complex real-world challenges.
The programme consists of seven core courses, an Industry Specialisation Certificate and a Capstone Project (180 credits). Alongside your master's degree, you'll gain practical experience and employer-recognised skills that prepare you for careers across AI, software engineering, data science and digital transformation.
Designed around your life
- Complete your MSc in as little as 30 months
- Study fully online, wherever you are in the world
- Start in January, May or September
- Learn at your own pace around work and personal commitments
- Approximately 200 hours of study per course
- Up to eight years to complete your qualification
This is a new programme and is being continually enhanced, therefore it may be subject to change.
- Programming and Program Design - build a solid understanding of core programming concepts while providing hands-on experience in applying these techniques to solve real-world problems. Develop a strong grasp of programming best practices, equipping you with the skills to write efficient, reliable, and maintainable code across a variety of applications. Don't have a traditional computer science background? This course can be your route into the MSc. Through our Performance-Based Admissions pathway, successfully passing Programming and Program Design demonstrates your readiness for master's-level study and enables you to progress onto the full degree. Try the first module of this course.
- Mathematics for Computer Science - develop a strong foundation in the mathematical principles underlying computer science, from digital logic and design to key problem-solving techniques. Explore both theoretical concepts and their practical applications, developing the skills to apply mathematics effectively in analysing, modelling, and solving complex computational challenges.
- Data Structures and Algorithms - build a deep, critical understanding of data structures and algorithms, with the knowledge to analyse and optimise computational processes. Through hands-on experience, develop, implement, and refine algorithms, gaining the practical skills needed to solve complex problems efficiently and effectively in real-world computing applications. Behind the scenes of creating this course.
- Artificial Intelligence - gain a deep, critical understanding of the fundamental concepts and techniques that underpin Artificial Intelligence. Explore and address real-world challenges across key AI subfields, including machine learning, natural language processing, and autonomous agents, gaining the insight and confidence to navigate this rapidly evolving discipline. Through hands-on programming experience, develop the skills to design and implement intelligent systems that not only solve complex problems but also push the boundaries of what technology can achieve.
- Deep Learning and Neural Networks - Gain the knowledge and practical skills to build the AI systems shaping the future. You’ll explore the principles behind deep learning, learn how neural networks power technologies such as image recognition and natural language processing, and develop hands-on experience designing, training and evaluating models using industry-relevant tools and frameworks. You'll also learn how to optimise model performance, select appropriate architectures and tackle complex real-world AI challenges.
- Machine Learning Foundations - Develop the skills to design, build and evaluate machine learning solutions for real-world applications. In this course, you'll explore the core concepts, algorithms and mathematical foundations that drive modern machine learning, while gaining hands-on experience in data preparation, feature engineering, model training and performance evaluation. You'll learn how to work with supervised and unsupervised learning techniques, assess model effectiveness and make informed decisions about model complexity, scalability and robustness using industry-standard tools and frameworks.
- Machine Learning Engineering and MLOps - Learn how to take machine learning projects from development to deployment at scale. In this course, you'll explore the tools, processes and engineering practices used to build, automate and manage production-ready machine learning systems. Through hands-on experience with data pipelines, cloud platforms, containerisation and CI/CD workflows, you'll develop the skills to deploy, monitor and maintain robust machine learning applications while considering important factors such as security, governance, ethics and operational performance.
- Industry Specialisation - Apply your computer science knowledge to real industry challenges and gain insight into contemporary professional practice through an Industry Specialisation Certificate. Choose a specialist pathway in AI, machine learning, data or generative AI to develop expertise aligned with your interests and career goals.
Available Industry Specialisation Certificates:
AI Product Manager by Microsoft
AI & ML Engineering by Microsoft
Data Engineering by DeepLearningAI
Data Analytics by DeepLearningAI
Generative AI Engineering by IBM
Generative AI Applications by AWS
Machine Learning by Stanford University and Deep LearningAI
- Capstone Project - Bring together the knowledge and skills developed throughout your MSc in an independent research project focused on a real-world computer science challenge. Guided by academic expertise, you'll investigate current research, identify opportunities for innovation, and apply appropriate methodologies to design, deliver and evaluate a substantial project while developing valuable project management and critical thinking skills.
Not sure if AI is right for you?
The MSc Computer Science with Artificial Intelligence is designed for learners who want to specialise in one of the world's fastest-growing fields. If you're looking for a broader degree, we also offer our online MSc Computer Science, covering software engineering, programming, data science and AI. Whichever route you choose, you'll benefit from the same flexible online learning model, academic expertise and career-focused approach that defines Heriot-Watt Online.
Explore Computer Science
Fees and funding
| Per course | Full programme |
|---|---|
| £1,323 | £9,261 |
The tuition fees listed are applicable for 2026-27. Fees include one assessment attempt and can increase annually. Find out more about our tuition fees.
Funding opportunities
Pay as you learn
You don't need to pay for the full programme upfront. Our flexible pay-per-course model allows you to spread the cost of your degree throughout your studies, paying only for the courses you take as you progress.
Secure support from your employer
Many Heriot-Watt Online students receive financial support from their employer. If your degree will help you develop valuable skills for your organisation, employer sponsorship could help reduce or cover the cost of your studies.
Download our Employer Sponsorship Guide to help you build a compelling case for funding and demonstrate the value of your MSc to your employer.
Download the Employer Sponsorship Guide
Industry certifications included
As part of your MSc, you'll complete an Industry Specialisation Certificate from a leading technology organisation such as Google, IBM or Meta at no additional cost, helping you build employer-recognised skills alongside your master's degree.
20% Alumni Discount
If you've previously studied with Heriot-Watt University, you may be eligible for a 20% tuition fee discount on your postgraduate studies, helping you continue your learning journey for less. For more information on how to claim your alumni discount contact hwonlineapps@hw.ac.uk.
Explore additional funding opportunities
Depending on your location, you may be eligible for tuition fee loans, scholarships, grants, private finance options or other sources of financial support.
Graduate in Edinburgh, Dubai or Malaysia
All online degree graduates are also invited to attend their ceremony at one of our international campuses – in Edinburgh, Dubai or Malaysia – making your achievement a truly global celebration.
Learn moreEntry requirements
A flexible route into postgraduate study
Our Performance-Based Admissions (PBA) pathway offers a flexible route into the MSc Computer Science with specialism in Artificial Intelligence, allowing you to demonstrate your ability through study rather than relying solely on traditional entry requirements.
To qualify through the PBA pathway, you'll enrol on the first course of the degree: Programming and Program Design. Successfully complete and pass the course, and you'll be eligible to progress onto the full MSc, with the credits you've already earned counting towards your degree.
Whether you're returning to education, changing careers or don't meet the standard academic entry requirements, PBA provides an accessible route into postgraduate study.
Performance-Based Admissions
- No undergraduate degree required to get started
- Demonstrate your ability through study, not just previous qualifications
- Complete and pass Programming and Program Design to qualify
- Carry the credits you've earned into the full MSc
- Start your degree for the cost of a single course
Try the first module of Programming and Program Design before applying.
Why Heriot-Watt
We're the top university in Scotland for graduate outcomes and 5th in the UK, which means that more of our graduates are employed or in postgraduate education than any other institution in the country. We're also ranked 1st in Scotland for producing CEO and MDs (Novuna Business Cash Flow 2023).
We're Scotland's most international University, with five global campuses and a global community of 60,000 online students and alumni from over 158 countries. Our online programmes are designed and developed by the same faculty who teach on our global campuses - expert academics and leaders in research and innovation who work alongside industry to find solutions to some of the world's most pressing challenge.
Together, we shape your future.
30+ years
With 30+ years of online education experience, we're experts in designing our programmes to meet the needs of our diverse, global student community.
14000+
Access to 14,000+ industry certificates, specialist courses and projects on Coursera Career Academy – from global titans Google, IBM and Microsoft.
6000+
Join a global community of 6,000+ online learner professionals – engage in discussion forums, attend live webinars and collaborate across borders.
Employability
With our flexible model you can earn while you learn, build your CV, and apply new skills right away. Get free access to 500+ industry credentials and dedicated Careers Service support.
Potential career paths
- Artificial Intelligence Engineer
- Artificial Intelligence Architect
- Algorithm Engineer
- Data Scientist
- Full Stack Developer
Your Online experience
Explore Heriot-Watt Online as a student
Speak to an advisor
Our Enrolment Advisors can guide you through your options, explain the Performance-Based route, and help you begin your studies with confidence.
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