Department of Physics

18215  Big Data Analytics Techniques   

Course Webpage: https://eclass.uoa.gr/courses/DI416/ 

Course Content

• Algorithms for clustering and categorization
• Techniques for searching for points in large spaces
• Techniques for searching nearest neighbors in large spaces
• Techniques for searching nearest neighbors in non-Euclidean spaces
• Algorithms for finding the top-K results
• Algorithms for analyzing data streams
• Algorithms for time series analysis
• Web link analysis
• Machine Learning algorithms for big data
• Dimensionality reduction techniques
• MapReduce systems and algorithms