32513

Advanced Data Analytics Algorithms

Data analytics is an exciting new field combining databases, artificial intelligence, machine learning and visualisation, among others. It is applied in many fields of business, industry and science to discover new information and knowledge. Central to data analytics are the algorithms themselves. This subject builds on previous data analytics subjects to give an understanding of how basic as well as more powerful and subtle algorithms work. It takes a research-inspired approach so that students learn to apply state-of-the-art algorithms to their professional practice. It also introduces data analytics approaches for specific domains such as social network analysis and text mining. 数据分析是一个令人兴奋的新领域，包括数据库，人工智能，机器学习和可视化等。它应用于商业，工业和科学的许多领域，以发现新的信息和知识。数据分析的核心是算法本身。本课程以先前的数据分析主题为基础，旨在帮助您理解基本以及更强大和更精细的算法的工作原理。它采用研究启发的方法，以便学生学习将最先进的算法应用于他们的专业实践。它还介绍了特定领域的数据分析方法，如社交网络分析和文本挖掘。