Course overview
Use big data tools to explore large data sets. Discover practical algorithms used for solving problems when mining of massive datasets. It focuses on parallel algorithmic techniques that are used for large datasets in the area of cloud computing. Furthermore, stream processing algorithms for data streams that arrive constantly, page ranking algorithms for web search, and online advertisement systems are studied in detail.
Course learning outcomes
- Explain algorithms for big data sets and methodologies in the context of data mining.
- Interpret algorithms for particular classes of big data problems.
- Develop and integrate algorithms as a part of software development for mining big data.
- Presentation and critical review of research outcomes.5Utilise contemporary technologies and practices to effectively handle big datasets.