学制
全日制 12 个月／兼读 24 个月Full-time: 12 months; Part-time: 24 months
授课
全日制／兼读Full-time / Part-time
学费
英镑 34,000 · UK fees: £13,800; International fees: £34,000GBP 34,000 · UK fees: £13,800; International fees: £34,000
英语
—
入学要求
2.1 (or international equivalent) in one of the following areas: physics, mathematics, computer science, chemistry, engineering. A high 2.2, above 56%, (or international equivalent) may be considered if the applicant has relevant work experience or another supporting factor.
学年课程
课程模块Modules
- 年一Year one
- 路径Pathways
必修Core modules
- common univariate probability distributions
- joint and conditional distributions
- parameter estimation (for example via maximum likelihood)
- confidence intervals
- hypothesis testing
- 统计建模statistical modelling
选修Optional modules
- the nature of uncertainty captured by fuzzy sets and associated links to human reasoning
- inference using fuzzy sets
- similarity of fuzzy sets
- design and modelling of information via fuzzy sets
- type-1 fuzzy sets
- type-2 fuzzy sets
- fuzzy logic systems
- fuzzy set based applications
- biophysical and reduced models of neurons
- models of networks (eg Hopfield networks, ring-attractors and rate networks)
- models of synaptic plasticity and memory
- perceptrons
- unsupervised learning
- neural coding
- 视觉系统visual system
- model fitting
Choice between computer science or mathematics focused ML module
- 机器学习基础machine learning foundations
- pattern recognition foundations
- artificial neural networks
- 深学习deep learning
- 应用机器学习applications of machine learning
- data mining techniques and evaluating hypotheses
- problem solving
- oral and written communications
- teamwork
- 技术技能technical skills
申请节点
September 2027
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PRIVATE CONSULTATION
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