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Overview
The Mathematics for Machine Learning course from UCL Summer School will seek to cover the key tools (and theorems) within the topic areas, and to illustrate these with exemplars drawn from machine learning.
The module will be delivered through a mixture of lectures and classes, and will involve a mix of traditional lecture delivery, interactive notebooks and problem sets.
Learning outcomes
By the end of the module, students will have:
- Recognised and reproduced the key results of continuous mathematics required to engage with the study of machine learning.
- Recognised the key areas of machine learning.
- Combined and used the mathematical results to motivate a handful of core machine learning algorithms applied to these key areas.
- Judged the limitations of such algorithms where such limitations flow from restrictions imposed by the underlying mathematics.
- Applied the Python working environment associated with much of practical machine learning.
Programme Structure
This module aims to:
- Equip you with the mathematical language required to engage with more advanced modules in machine learning.
- Provide a mathematical introduction to a selection of machine learning algorithms.
Key information
Duration
- Full-time
- 19 days
Start dates & application deadlines
- Starting
- Apply before
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- Starting
- Apply before
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Language
English
Duolingo English Test 115
PTE Academic 75
IELTS 6.5
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Credits
15 alternative credits
- 15 UCL credits, 7.5 ECTS, 4 US
Delivered
On Campus
Campus Location
- London, United Kingdom
Disciplines
Mathematics Machine Learning View 14 other Short Courses in Mathematics in United KingdomWhat students do after studying
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Academic requirements
GPA Upper Second Class
English requirements
Duolingo English Test 115
PTE Academic 75
IELTS 6.5
IELTS & PTE Test Preparation
E2 Language Test Prep Trusted by 7M+ Students
Admission to your dream university starts with a high IELTS or PTE score. Earn your target score with E2's guided test preparation.
- Study on your own schedule
- Live classes with current and ex-examiners
- Accurate score assesment, always
- E2 Score Guarantee - Get your score or your money back!
Other requirements
General requirements
- IELTS (Academic) at least 6.5 overall and 6.0 in each component or equivalent
You will normally be able to demonstrate an average grade, or equivalent academic experience, of:
- 2:1 for most modules
- 2:2 for lower-level modules, if you are in or beyond second year at university.
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-residents2995 GBP / full≈ 2995 GBP / full -
Domestic Applies to you
Applies to youCitizens or residents2995 GBP / full≈ 2995 GBP / full
Living costs
London
United Kingdom
1137 - 2157 GBP / month
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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