Machine learning is going real-time

By KDnuggets - 2021-03-22

Description

Extracting immediate predictions from machine learning algorithms on the spot based on brand-new data can offer a next level of interaction and potential value to its consumers. The infrastructure and ...

Summary

  • Extracting immediate predictions from machine learning algorithms on the spot based on brand-new data can offer a next level of interaction and potential value to its consumers.
  • Apache Kafka has some capacity for stream processing, and some companies use this capacity on top of their Kafka stream storage, but Kafka stream processing is limited in its ability to deal with various data sources.
  • A manages drivers availability B manages ride demand C predicts the best possible price to show customers each time they request a ride Because prices depend on availability and demands, service C’s output depends on the outputs from service A and B.
  • First, this system requires inter-service communication: Or consider a Twitter search when someone famous tweets something stupid.

 

Topics

  1. Backend (0.4)
  2. Machine_Learning (0.31)
  3. NLP (0.18)

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