Coursework in University of Southern California. Implement Data Mining techiques on Spark with Python3 and Scala.
No. | Main Application | Programming | Tags |
---|---|---|---|
1 | Warm Up with Spark | Python / Scala | MapReduce |
2 | Frequent Itemsets: SON Algorithm | Python / Scala | Apriori |
3 | Recommendation Systems | Python / Scala | Collaborative Filtering MinHash LSH |
4 | Network: Girvan-Newman Algorithm | Python / Scala | Betweenness Communities Detection |