Programme dates
19-30 July 2027
In-person Program
Foundations of Artificial Intelligence Summer School
Explore AI’s mathematical foundations, machine learning and responsible development through academic teaching, quizzes and a group project.
Last verified: 9 Oct 2026Reviewed by:SSSean Stevens
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Foundations of Artificial Intelligence at a glance: cost, dates and eligibility
Current status
Upcoming
Eligibility
Related-degree students, graduates or experienced professionals
Age range / Year group
Ages 18+
Location / Region
London, United Kingdom
Cost
£2,550; £3,525
Duration
2 weeks
Format
In-person
Artificial IntelligenceComputer ScienceMathematics
Accommodation: Optional single en-suite university rooms
Certificate / Outcome: Completion certificate and academic transcript
Sessions / cadence: Monday–Friday, 4–5 hours on campus daily
Study commitment: 150 hours, including 45 teaching hours
Assessment: Quizzes 40%; group project 60%
Academic credit: 3–4 US credits or 7.5 ECTS
Tutors / faculty: King’s academics
Foundations of Artificial Intelligence summary
King’s combines the mathematical foundations of AI with machine learning, neural networks and practical applications. Responsible development, bias and computational limitations are part of the academic focus.
Expect active participation, independent study, quizzes and collaborative project work. The course is a stronger fit for students seeking technical understanding than for those mainly interested in trying consumer AI tools.
What is Foundations of Artificial Intelligence Summer School?
Foundations of Artificial Intelligence is a King’s College London summer school module exploring the methods and mathematical framework behind AI. It covers machine learning, neural networks, probability theory, game theory and logic programming, connecting these ideas to applications in healthcare, finance, sustainability and transportation.
Students learn through academic teaching, independent study and group work, with quizzes and a group project providing formal assessment. The course also examines bias, fairness and computational limitations, encouraging students to understand both what AI can achieve and how to develop it responsibly.
Why Succeed highlights Foundations of Artificial Intelligence
The curriculum connects AI methods to their mathematical foundations, helping students move beyond surface-level tool use.
Bias, fairness and computational limits are taught alongside applications, giving responsible development a clear academic role.
The assessment combines individual quizzes with substantial group project work.
University-standard assessment and a transcript offer a defined academic outcome, with potential credit transfer.
Who is Foundations of Artificial Intelligence for?
Best for
Students with a quantitative or computing background who want to understand AI methods and practice collaborative academic work.
Not ideal if
You need a first introduction to coding or mainly want a relaxed summer experience with little independent study.
Is Foundations of Artificial Intelligence worth it?
This course can be worthwhile if you want a structured bridge between existing programming knowledge and the foundations of AI. Its combination of mathematical ideas, responsible development and assessed group work offers more academic depth than a brief introduction to AI tools.
The main trade-off is the intensive workload and the need to arrive with relevant foundations already in place. Credit transfer could strengthen the value, but it depends on your home institution; judge the course first by its learning content and how it fits your degree.
A practical overview of cost, accommodation, meals, dates and provider details to review before deciding.
Cost and what is included
£2,550; £3,525; includes Academic tuition., Course materials., On-campus Wi-Fi., Use of libraries, classrooms and catering facilities., Completion certificate., Extracurricular activities, excluding travel., Accommodation with the residential package..
Accommodation
Optional single en-suite university rooms
Provider details
Review the King's College London provider page and official sources before making a final decision.
Dates and logistics
2 weeks; London, United Kingdom.
What to check before committing
Confirm current dates, payment terms, travel arrangements, cancellation rules and what is included with the provider.
Compare this program with similar options before deciding on dates, cost, format and fit.
Compare with similar programsHow much preparation does Foundations of Artificial Intelligence need?
Effort level
High.
Best started
Begin preparation six to eight weeks before the session starts, allowing time for documents, travel planning and the pre-arrival mini-module.
Main challenge
Keeping pace with mathematical concepts while contributing effectively to group work.
Typical preparation
Refresh Python, basic algorithmics and algebra before undertaking the required asynchronous mini-module.
Gather academic and English-language documents and prepare your personal statement.
Ask your home institution about credit transfer before committing to the course.
Plan accommodation, meal spending and any required UK entry permission.
Useful if
You want to connect existing Python knowledge with AI theory and responsible applications.
What do students do on Foundations of Artificial Intelligence?
You study AI’s mathematical and computational foundations, explore applications and examine responsible development. Quizzes and a collaborative group project turn that learning into assessed academic work.
Step-by-step process
- 1
Complete the asynchronous mini-module before arriving on campus.
- 2
Participate in teaching on machine learning, neural networks and the mathematical framework of AI.
- 3
Explore applications and discuss bias, fairness and computational limitations.
- 4
Undertake independent study and collaborate on the group project.
- 5
Complete quizzes and the group project for the final assessment.
Foundations of Artificial Intelligence dates and deadlines
Upcoming
Applications open
9 November 2026
King’s summer school opening date for the 2027 cycle.
| Milestone | Date | Timezone | Status | |
|---|---|---|---|---|
Programme dates | 19-30 July 2027 | Local | Upcoming | |
Applications open | 9 November 2026 | Local | Upcoming |
Eligibility and requirements
Age 18 or older at the course start.
Current or former undergraduate student, or professional with substantial relevant experience.
Related background in mathematics, physics, engineering, sciences, computing or computational medicine.
Existing programming and coding foundation, including Python.
Basic understanding of algorithmics and/or algebra.
Minimum 2:1-equivalent academic grade.
English proficiency at CEFR C1 or equivalent.
Complete the asynchronous mini-module before campus arrival.
How much does Foundations of Artificial Intelligence cost?
Tuition-only fee
£2,550 — Two-week course; 2026 reference fee.
Funding or discounts
- Residential package: £3,525 — Tuition and accommodation; 2026 reference fee.
- Application fee: £65 — Non-refundable; partner-institution applicants are exempt under applicant guidance.
What's included
Academic tuition., Course materials., On-campus Wi-Fi., Use of libraries, classrooms and catering facilities., Completion certificate., Extracurricular activities, excluding travel., Accommodation with the residential package.
How to apply to Foundations of Artificial Intelligence
- 1
Complete your personal details in the undergraduate summer school application form.
- 2
Select Foundations of Artificial Intelligence and choose the residential package if wanted.
- 3
Provide a personal statement and evidence of academic eligibility, university enrollment and English proficiency.
- 4
Pay the application fee and add its payment reference unless your partner-institution exemption applies.
- 5
Review and submit the application; King’s states an assessment turnaround of five working days.
- 6
If accepted, pay the course fee to confirm your place.
Next step with Succeed
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What does Foundations of Artificial Intelligence cover?
The program covers the following focus areas.
Machine learning and neural networks
Explore fundamental AI technologies and the methods that underpin learning systems.
Probability and game theory
Study mathematical foundations that help explain AI predictions and decision-making.
Logic programming
Examine logic programming within AI’s fundamental computational framework.
Responsible AI
Consider algorithmic bias, fairness, responsible development and computational limitations.
AI applications
Explore applications in healthcare, finance, sustainability and transportation.
Curriculum may be adjusted based on participant interests and current developments.
What is a typical day on Foundations of Artificial Intelligence?
A typical day during the program.
Academic teaching
Expect 4–5 hours on campus daily, usually 09:00–13:00 or 14:00–18:00.
Independent and group work
The 150-hour study commitment includes 45 teaching hours plus independent study and group work.
Example social activities
An example Monday–Thursday timetable places activities at 18:00–20:00, including a reception, walking tour, cinema and comedy.
Who teaches on Foundations of Artificial Intelligence?
King’s academics teach the summer school modules in disciplines where the university has expertise. Teaching emphasizes participation, collaboration and independent thought through formats such as lectures, workshops and seminars.
Where do students stay on Foundations of Artificial Intelligence?
Residential plan
- University residence: Undergraduate residential students stay at Great Dover Street Apartments in London.
- Private room: Single en-suite rooms have a shower, with linen and towels provided.
- Kitchen and common spaces: The residence has shared kitchens, a gym, common rooms and study areas.
- Residence security: King’s provides 24-hour security cover across its residences and campuses.
Non-residential plan
- Tuition-only option: Students can choose tuition without the residential package.
- Campus access and activities: Tuition includes campus facilities and extracurricular activities, excluding activity travel.
- Food access: Campus food outlets offer refreshments and meals; students should budget for food separately.
Great Dover Street has refurbishment works during 2026/27, with possible noise disruption and room moves.
What happens after Foundations of Artificial Intelligence?
After completing this program, participants often pursue:
Build a stronger understanding of AI methods and mathematical foundations.
Develop a more responsible approach to AI limitations and deployment.
Complete an assessed group project.
Receive a completion certificate and academic transcript.
Seek home-institution recognition of equivalent academic credit.
Academic credit transfer requires approval from your home institution.
Where does Foundations of Artificial Intelligence take place?
The course requires campus attendance at King’s College London, whose summer teaching is generally based at Strand and Guy’s campuses. Optional undergraduate housing at Great Dover Street Apartments is about a ten-minute walk from Guy’s Campus and London Bridge station.
Foundations of Artificial Intelligence FAQs
It introduces AI foundations, but it requires existing programming and coding knowledge. Python and a basic understanding of algorithmics and/or algebra are expected.
The course covers machine learning, neural networks, probability theory, game theory and logic programming. It also examines applications, bias, fairness and responsible AI development.
Quizzes contribute 40% of the final assessment and a group project contributes 60%. Summer school students must also attend at least 80% of classes to pass.
The module is comparable to a 15-credit King’s undergraduate module, typically equivalent to 3–4 US credits or 7.5 ECTS. Your home institution decides whether to accept transferred credit.
Students must complete an asynchronous mini-module provided by the summer school tutors before arriving on campus. Existing Python and programming knowledge are also expected.
The undergraduate residential package uses Great Dover Street Apartments. Students receive single en-suite rooms with a shower, linen and towels.
Yes. King’s advises undergraduate students to allocate money for meals, travel around London and consumables. Extracurricular activities are included, but their travel costs are excluded.
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Save this program in Succeed to compare it with similar programs, dates, costs and formats in one place.
Compare with other programsContent reviewed by
Sean Stevens
Co-founder, Succeed | Founder, Immerse Education (2012–2026)
Sean works at the intersection of academic enrichment, program quality and university preparation, with expertise in evaluating pre-university experiences for ambitious secondary school students.
Sources and verification
Source types reviewed
- Great Dover Street
- Student Experience | Summer Programmes | King’s College London
- Information for applicants | Summer Programmes | King’s College London
- Summer at King's | Summer Programmes | King’s College London
- Undergraduate Summer School | Summer Programmes | King’s College London
- Summer School, Winter School and Bespoke Programming Terms and Conditions 2027
- Foundations of Artificial Intelligence
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What we verified (on 9 Oct 2026)
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Session dates cross-checked
Application opening verified
Reference fees distinguished
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How Succeed uses this information
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Foundations of Artificial Intelligence Summer School
by King's College London
Upcoming
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