项目背景
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更新时间:2024-04-01
开学时间9月
课程学制1年
学费31600.00/GBP
专业介绍
Gain a solid grounding in the theory and practice of data science. You’ll develop specialist knowledge in statistics, machine learning and software technology.
Data science drives a significant proportion of global economic activity, and is influencing scientific progress across numerous fields. This course provides you with the tools to become an industry expert with a strong mathematical foundation. You'll gain an understanding of the balanced combination of science and technology required for delivering effective data science.
You’ll learn strong statistical foundations of universal relevance and develop specialist knowledge of probabilistic machine learning techniques. You will gain expertise in the software technologies that are central to putting this knowledge into practice, addressing the challenges of small and large data sets.
You’ll learn from a dedicated team of computer scientists who have a wealth of experience from their professional backgrounds.
After graduation, you’ll be well placed to progress into a variety of careers in data science, from large-scale established commercial enterprises to innovative technology start-ups. You will also have acquired the essential foundation for further postgraduate study and research within related fields. Recent graduate roles include Data Scientist, Machine Learning Developer, Python Developer and Software Engineer.
推荐顾问
世界排名
语言要求
Write
6
21
59
总分
6.5
90
62
学术要求
相关专业(如数学,计算机科学,统计,物理,天体物理,工程)+含基础数学,编程科目
课程设置
Compulsory course units:必修课程单元
Applied data science:应用数据科学
Statistics for data science:数据科学统计
Machine learning 1:机器学习1
Software technologies for data science:数据科学的软件技术
Applied data science:应用数据科学
Machine learning 2:机器学习2
Research project preparation:研究项目准备
Plus optional units:加上可选单位
Dissertation:论文
Optional course units:可选课程单元
Bayesian machine learning:贝叶斯机器学习
Reinforcement learning:强化学习