Remove Algorithm Remove BI Remove ETL System Remove Insurance
article thumbnail

Apache Spark vs MapReduce: A Detailed Comparison

Knowledge Hut

Be it telecommunication, e-commerce, banking, insurance, healthcare, medicine, agriculture, biotechnology, etc. You can view the same data as both graphs and collections, transform and join graphs with RDDs efficiently, and write custom iterative graph algorithms using the Pregel API. You name the industry and it's there.

Scala 96
article thumbnail

61 Data Observability Use Cases From Real Data Teams

Monte Carlo

Keep Critical Machine Learning Algorithms Online 27. Support Reverse ETL Initiatives Like Personalization 29. Now, data engineers barely have to investigate the issue because the root cause is right in front of you,” said Kineret Kimhi, BI and Data Engineering Manager, BlaBlaCar. Improve Marketing Campaigns 23.

Data 52
article thumbnail

61 Data Observability Use Cases That Aren’t Totally Made Up

Monte Carlo

Keep Critical Machine Learning Algorithms Online 27. Support Reverse ETL Initiatives Like Personalization 29. Now, data engineers barely have to investigate the issue because the root cause is right in front of you,” said Kineret Kimhi, BI and Data Engineering Manager, BlaBlaCar. Improve Marketing Campaigns 23.