英国22年早鸟录取——数据科学专业
- 原创
背景介绍
申请难点
留学规划与提升
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.数据科学是研究从数据中提取和构建知识的计算原理、方法和系统; 以及这些原则的应用和使用。 从分子生物学到社交媒体，从可持续能源到医疗保健，科学、社会和商业领域的几乎每一项活动都产生了大量数据集。 作为一名数据科学硕士学生，你们将探索如何有效地在这些巨大的数据流中找到模式。 许多研究领域已经解决了这个问题的一部分。 机器学习专注于发现模式，并从数据中做出预测; 要建立能扩展到大数据流的系统，需要来自算法和数据库的想法; 围绕不同类型的非结构化数据(如文本、图像、传感器数据、视频和语音)，独立的研究领域也在发展。
