Artificial Intelligence and Machine Learning PGCert (Online)

Innovation in intelligent technology starts here
100% online
8-months (part-time)
60 credits
3 starts per year
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Build critical skills in AI
Gain new skills in artificial intelligence and augment your career with a Postgraduate Certificate in AI and Machine Learning. Designed to provide a foundational understanding of AI and machine learning to professionals from a quantitative background, this programme combines academic rigour with practical application and skill-building through hands-on learning.
Certificate details
- Join one of the UK’s leading institutions for creative code
- Learn from decorated faculty with real-world AI expertise
- Explore ethical AI and responsible innovation
Build skills that open doors
The PGCert in Artificial Intelligence and Machine Learning builds core skills across research, programming, data, and AI. You’ll learn to design and justify research methods, validate findings, and produce a research portfolio grounded in critical thinking and ethics. In Programming and Algorithms, you’ll develop efficient solutions, master data structures and Big O, and write scalable, maintainable code. Data Programming focuses on acquiring, cleaning, analysing, and presenting data through end-to-end pipelines and practical portfolios. The AI module introduces search, optimisation, knowledge representation, and intelligent agents, preparing you to apply and evaluate AI techniques in real-world contexts.
View Programme SpecificationRequired Artificial Intelligence and Machine Learning PGCert Courses
Please note that occasionally we may make changes to our programme curriculum. You may not always study modules in the order they are listed here.

Career pathways in AI and machine learning
A Postgraduate Certificate in AI and Machine Learning equips you with in-demand skills that will help you augment your career and pursue opportunities in a wide range of industries, including software development, machine learning, data analysis, and cybersecurity. The programme also provides qualifications relevant to pursuing further study in artificial intelligence and machine learning.
Career detailsWhy choose a Postgraduate Certificate (PGCert)?
A Postgraduate Certificate is ideal if you want to gain specialist knowledge without committing to a full master’s degree. It allows you to build advanced, industry-relevant skills in a shorter time frame – helping you move forward while balancing work, finances and personal commitments:
- Focus on what matters most – study targeted modules that develop the skills you need.
- Complete in less time – achieve a recognised postgraduate qualification in a shorter study period.
- Lower overall cost – study fewer credits than a full master’s, reducing your financial investment.
- Apply your learning immediately – gain practical, career-focused skills you can use straight away.
- Progress when you’re ready – use your PGCert as a stepping stone to a Postgraduate Diploma or full master’s in the future.
- Earn a recognised Level 7 qualification – strengthen your CV and professional profile with a respected postgraduate award.
Programme outcomes
Upon completion, you’ll be able to deepen your expertise in application-focused modules and develop the technical depth, practical experience, and ethical awareness needed to design and deploy intelligent technologies in professional environments.
- Apply advanced AI and machine learning techniques to analyse data, design intelligent systems, and solve real-world problems.
- Critically evaluate algorithms and models, selecting and implementing appropriate approaches using tools such as Python, TensorFlow, and PyTorch.
- Integrate ethical and responsible AI practices, considering fairness, transparency, and the societal impact of technology.
- Communicate complex technical insights effectively to both specialist and non-specialist audiences.
- Work collaboratively on applied, project-based learning, demonstrating creativity, leadership, and adaptability in professional contexts.
Entry criteria
We welcome professionals from a range of backgrounds who want to develop industry-ready skills in artificial intelligence and machine learning. We do not assume that you’ve programmed before, and we do consider those with relevant work experience. For typical entry to this programme, you will have:
- A BA or BSc Degree at level 2:2 (or equivalent) or above in any subject.
If you do not meet standard entry criteria, we may accept applications with no degree or significant work experience. Contact us to learn more.
English language proficiency requirement
If English is not your first language, you will need to supply an up-to-date English language test certificate. We accept IELTS certificates with an overall score of 6.5 and no less than 6.0 in any band. Alternative test certificates are also accepted, and exemptions can be made. Please contact us to find out more.
AdmissionsTuition and funding
The estimated total cost of this programme is £6,400 GBP for the full PGCert. You can pay in full or instalments of £1,600 for each module. All costs are listed to help you make an informed decision.
Programme fees are reviewed annually and are subject to change each academic year. The fees listed above are for the academic year 2025-26.
Fees and Funding
We are excited to be offering discounts. Review our tuition and funding pages for more information.
Funding optionsMeet your faculty
Our expert faculty members bring a wealth of knowledge and diverse perspectives to your learning experience. From AI and data science to creative coding, their shared commitment to innovation and excellence creates an empowering academic environment.

Dr. Basel Barakat, Head of Computer Science & AI Subject Area
Dr. Basel Barakat
Dr. Barakat is a lecturer in Computing at Goldsmiths, specialising in AI, machine learning, IoT systems and real-time communication networks. He holds a PhD in real-time communication systems and works across applied research in sustainable energy, ethical AI and healthcare forecasting. His recent projects include AI-powered carbon-intensity prediction for electric vehicle charging and an NHS-funded machine learning initiative to enhance the prescription process. Dr. Barakat has published vast works, and he teaches across AI and data science modules while supervising postgraduate research.