Spark implementations of data mining algorithms for analyzing very large data sets and solving real-world problems.
| HW Topics | Related Algorithms |
|---|---|
| MapReduce & Spark Operations | MapReduce |
| Finding Frequent Itemsets | A-Priori, SON |
| Finding Similar Sets & Recommendation Systems | Min-Hash, LSH, Content-based Recommendation System, Item-based & User-based CF |
| Detecting Communities in Social Network Graphs | Girvan-Newman |