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Building a Predictive ML System with Kafka and RStudio

Confluent Blog · published 26 September 2026

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https://cran.r-project.org/web/packages/plumber/plumber.pdf

cran.r-project.org

https://github.com/pneff93/Kafka-R-Realtime-Prediction

github.com

https://www.dimensions.com/element/atlantic-salmon

dimensions.com

https://medium.com/tmobile-tech/r-can-api-c184951a24a3

medium.com

https://medium.com/tmobile-tech/using-docker-to-deploy-an-r-plumber-api-863ccf91516d

medium.com

https://cran.r-project.org/web/packages/mongolite/mongolite.pdf

cran.r-project.org

https://cran.r-project.org/web/packages/dplyr/dplyr.pdf

cran.r-project.org

https://cran.r-project.org/web/packages/testthat/testthat.pdf

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https://towardsdatascience.com/unit-testing-in-r-68ab9cc8d211

towardsdatascience.com

https://kafka.apache.org/documentation/streams/

kafka.apache.org

https://github.com/cbeust/klaxon

github.com

https://kafka.apache.org/documentation/streams/developer-guide/dsl-api.html

kafka.apache.org

https://ktor.io/

ktor.io

https://github.com/kotest/kotest

github.com

https://mockk.io/

mockk.io

https://kafka.apache.org/20/documentation/streams/developer-guide/testing.html

kafka.apache.org

https://ksqldb.io/

ksqldb.io

https://docs.ksqldb.io/en/latest/developer-guide/joins/join-streams-and-tables/

docs.ksqldb.io

https://cwiki.apache.org/confluence/display/KAFKA/KIP-328%3A+Ability+to+suppress+updates+for+KTables

cwiki.apache.org

https://docs.mongodb.com/kafka-connector/current/kafka-sink-properties/

docs.mongodb.com

https://docs.docker.com/get-docker/

docs.docker.com

https://docs.docker.com/compose/

docs.docker.com

https://medium.com/@JB_Pleynet/how-to-do-an-efficient-r-api-81e168562731

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Elsewhere on confluent.io (11)

https://www.confluent.io/hub/mongodb/kafka-connect-mongodb

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https://www.confluent.io/hub/confluentinc/kafka-connect-http

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Create a Data Analysis Pipeline with Apache Kafka and RStudio Read at the source ↗

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https://docs.confluent.io/platform/current/connect/index.html

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https://docs.confluent.io/kafka-connect-http/current/connector_config.html

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https://docs.confluent.io/platform/current/installation/docker/config-reference.html

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https://docs.confluent.io/platform/current/connect/references/allconfigs.html

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https://www.confluent.io/hub/

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https://docs.confluent.io/platform/current/streams/architecture.html

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https://docs.confluent.io/platform/current/kafka/overview-authentication-methods.html

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https://www.confluent.io/community/ask-the-community/

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