threecuptea/kafka-streams-examples

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Created over 7 years ago
Updated over 6 years ago

threecuptea/kafka-streams-examples

threecuptea

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kafka-streams-example collects small projects that I worked on using Kafka streams. It was inspired by kafka-src streams-examples.

ml-spark-sklearn-tensor

Practice examples from "Hands-on Machine Learning with Scikit-Learn & TensorFlow" and port them to Spark

Jupyter Notebook

spark-structured-streaming2

Collect various applications using spark structured streaming aggregation, window and join

spark_tutorial_2

spark-tutorial_2 collects what I worked on using spark scala 2 Dataset/ DataFrame, including A/B analysis on Tivo Danube pipeline and Movielens recommendation system

spark2_emr

It collects spark2 projects deployed to AWS EMR . Automate the whole process and successfully finished ALS recommendation jobs on 26 million Movielens data in 15 minutes using limited AWS resoures