INTERNET MEASUREMENT AND DATA ANALYSIS 2012
It becomes possible to access a huge amount of diverse data throughthe Internet. It allows us to obtain new knowledge and create newservices, leading to an innovation called "Big Data" or "CollectiveIntelligence".In order to understand such data and use it as a tool, one needs tohave a good understanding of the technical background in statistics, machine learning, and computer network systems.In this class, you will learn about the overview of large-scale dataanalysis on the Internet, and basic skills to obtain new knowledgefrom massive information for the forthcoming information society.
14 rész INTERNET MEASUREMENT AND DATA ANALYSIS 2012
Privacy Issues
81 perc
1. rész
Scalable measurement and analysis
89 perc
2. rész
Search and Ranking
82 perc
3. rész
Data Mining
70 perc
4. rész
Anomaly detection and machine learning
88 perc
5. rész
Topology and graph
91 perc
6. rész
Time-series analysis
83 perc
7. rész
Multivariate analysis
77 perc
8. rész
Correlation
83 perc
9. rész
Diversity and complexity
80 perc
10. rész
Distribution and confidence intervals
90 perc
11. rész
Data recording and log analysis
89 perc
12. rész
Data and variability
89 perc
13. rész
Introduction
87 perc
14. rész