项目背景
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更新时间:2024-07-08
开学时间9月
课程学制1年
学费37500.00/GBP
专业介绍
The MSc Computational Statistics and Machine Learning at UCL teaches advanced analytical and computational skills for success in a data rich world. Designed to be both mathematically rigorous and relevant, the programme covers fundamental aspects of machine learning and statistics, with potential options in information retrieval, bioinformatics, quantitative finance, artificial intelligence, and machine vision.
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语言要求
Write
6.5
24
75
总分
7
96
76
学术要求
专业领域:highly计量类专业如计算机科学,数学,统计,电子工程,或其他physicals sciences。
先修科目:【数学特别是中高级统计学】+线性代数+multivariable微积分。
课程设置
Compulsory modules:必修模块 Supervised Learning: 监督学习 MSc Computational Statistics and Machine Learning Project: MSc计算统计和机器学习项目 Statistical Models and Data Analysis: 统计模型和数据分析 Optional modules: 可选模块 Graphical Models: 图形模型 Applied Machine Learning: 应用机器学习 Advanced Topics in Machine Learning: 机器学习中的高级主题 Approximate Inference and Learning in Probabilistic Models: 概率模型中的近似推理和学习 Probabilistic and Unsupervised Learning: 概率和无监督学习 Statistical Natural Language Processing: 统计自然语言处理 Reinforcement Learning: 强化学习 Machine Vision: 机器视觉 Machine Learning Seminar: 机器学习研讨会 Bayesian Deep Learning: 贝叶斯深度学习 Statistical Learning Theory: 统计学习理论 Applied Deep Learning: 应用深度学习 Selected Topics in Statistics: 统计学精选主题