爱丁堡大学数据科学专业 项目网站

Data Science

英国 公立 计算机

项目背景

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更新时间:2024-01-15

专业排名N/A

大学爱丁堡大学

开学时间9月

课程学制1年

学费40900.00/GBP

专业介绍

Data science is the study of the computational principles, methods, and systems for extracting and structuring knowledge from data; and the application and use of those principles. Large data sets are now generated by almost every activity in science, society, and commerce - ranging from molecular biology to social media, from sustainable energy to health care. As an MSc Data Science student you will explore how to efficiently find patterns in these vast streams of data. Many research areas have tackled parts of this problem. Machine learning focuses on finding patterns and making predictions from data; ideas from algorithms and databases are required to build systems that scale to big data streams; and separate research areas have grown around different types of unstructured data such as text, images, sensor data, video, and speech.

推荐顾问

语言要求

类型
雅思
托福
PTE
Listen
6.5
23
62
Speak
6.5
23
62
Read
6.5
23
62
Write
6.5
23
62
总分
7
100
70

学术要求

建议1等荣誉学位。 信息学、人工智能、认知科学、计算机科学、电气工程、语言学、数学、哲学、物理学、心理学或其他定量学科。 科目: 一门introductory编程科目+四门数学科目(包括但不限于微积分(微分和积分)、线性代数(向量和多维矩阵)、离散数学和数学推理(例如归纳和推理、图论模型、证明)和概率(离散和连续概率、马尔可夫链等概念))

课程设置

Machine Learning, Statistics and Optimization (e.g., Machine Learning and Pattern Recognition, Statistical Programming, Large Scale Optimization for Data Science):机器学习,统计和优化 (例如,机器学习和模式识别,统计编程,数据科学的大规模优化) Databases and Data Management (e.g., Introduction to Databases, Extreme Computing, Advanced Database Systems):数据库和数据管理 (如数据库简介、极限计算、高级数据库系统) Applications (e.g., Text Technologies for Data Science, Accelerated Natural Language Processing, Image and Vision Computing):应用程序 (例如,用于数据科学的文本技术,加速自然语言处理,图像和视觉计算)

申请案例

学生姓名:侯 **

毕业学校:宁波诺丁汉

本科专业:计算机科学

基本背景: /GPA1/100/雅思0

学生姓名:顾 **

毕业学校:北京邮电大学

本科专业:信管

基本背景: /GPA88/100/雅思0

学生姓名:--

毕业学校:哈尔滨工业大学

本科专业:机械设计制造及其自动化

基本背景: 三年级/GPA86.4/100/雅思0