Data is the new science. Big Data holds the answers. — Pat Gelsinger
Big Data Analytics
- Characteristics of Big Data
- Similarity Algorithms
- Near-Neighbor Search
- Shingling
- Distance measures
- Locality Sensitive Functions
- Streaming Data: Stream Data model, Filtering Streams and applications
- Link Analysis: Page Rank, Topic sensitive page rank, Link spam
- Market-Basket Model
- Social Network Graphs
- Clustering
- Discovering communities
- Simrank
- Counting Triangles
