├── .gitignore ├── LICENSE ├── README.md ├── Streaming Data Engineering ├── EPL │ ├── epl-every-and-guard-patterns │ │ └── 03_EPL-every-and-guard-patterns.md │ ├── epl-join-semantics │ │ └── readme.md │ ├── epl_bocce │ │ └── readme.md │ ├── epl_firealarm │ │ ├── img │ │ │ ├── EPL07.png │ │ │ ├── EPL08.png │ │ │ ├── EPL09.png │ │ │ ├── EPL10.png │ │ │ ├── IMG_3746.jpg │ │ │ ├── Q0.png │ │ │ ├── Q0bis.png │ │ │ ├── Q1.png │ │ │ ├── black-board.jpg │ │ │ └── time-line.png │ │ └── readme.md │ ├── epl_robotic-arm-context │ │ └── readme.md │ ├── epl_robotic-arm │ │ └── readme.md │ ├── epl_tomatopick │ │ └── readme.md │ └── epl_where-timer-within-semantics │ │ └── readme.md ├── Kafka │ ├── ksqlDB_join-semantics │ │ ├── README.md │ │ └── docker-compose.yml │ ├── ksql_etl_tutorial │ │ ├── config │ │ │ └── postgres │ │ │ │ └── custom-config.conf │ │ ├── connectors │ │ │ ├── confluentinc-kafka-connect-elasticsearch-13.1.0.zip │ │ │ ├── confluentinc-kafka-connect-elasticsearch-13.1.0 │ │ │ │ ├── assets │ │ │ │ │ ├── confluent.png │ │ │ │ │ └── elasticsearch.jpg │ │ │ │ ├── doc │ │ │ │ │ ├── LICENSE │ │ │ │ │ ├── README.md │ │ │ │ │ ├── licenses.html │ │ │ │ │ ├── licenses │ │ │ │ │ │ ├── LICENSE-commons-codec-1.9.txt │ │ │ │ │ │ ├── LICENSE-commons-lang3-3.4.txt │ │ │ │ │ │ ├── LICENSE-commons-logging-1.2.txt │ │ │ │ │ │ ├── LICENSE-guava-18.0.txt │ │ │ │ │ │ ├── LICENSE-httpasyncclient-4.1.1.txt │ │ │ │ │ │ ├── LICENSE-httpclient-4.5.1.txt │ │ │ │ │ │ ├── LICENSE-httpcore-4.4.4.txt │ │ │ │ │ │ ├── LICENSE-httpcore-nio-4.4.4.txt │ │ │ │ │ │ ├── LICENSE-jest-2.0.0.txt │ │ │ │ │ │ └── LICENSE-jest-common-2.0.0.txt │ │ │ │ │ ├── notices │ │ │ │ │ │ ├── NOTICE-httpasyncclient-4.1.1.txt │ │ │ │ │ │ ├── NOTICE-httpclient-4.5.1.txt │ │ │ │ │ │ ├── NOTICE-httpcore-4.4.4.txt │ │ │ │ │ │ └── NOTICE-httpcore-nio-4.4.4.txt │ │ │ │ │ └── version.txt │ │ │ │ ├── etc │ │ │ │ │ └── quickstart-elasticsearch.properties │ │ │ │ └── manifest.json │ │ │ ├── debezium-debezium-connector-mongodb-1.9.3.zip │ │ │ ├── debezium-debezium-connector-mongodb-1.9.3 │ │ │ │ ├── assets │ │ │ │ │ ├── color_debezium_256px.png │ │ │ │ │ └── confluent.png │ │ │ │ ├── doc │ │ │ │ │ ├── CHANGELOG.md │ │ │ │ │ ├── CONTRIBUTE.md │ │ │ │ │ ├── COPYRIGHT.txt │ │ │ │ │ ├── LICENSE-3rd-PARTIES.txt │ │ │ │ │ ├── LICENSE.txt │ │ │ │ │ ├── README.md │ │ │ │ │ ├── README_JA.md │ │ │ │ │ └── README_ZH.md │ │ │ │ └── manifest.json │ │ │ ├── debezium-debezium-connector-postgresql-1.9.3.zip │ │ │ └── debezium-debezium-connector-postgresql-1.9.3 │ │ │ │ ├── assets │ │ │ │ ├── color_debezium_256px.png │ │ │ │ └── confluent.png │ │ │ │ ├── doc │ │ │ │ ├── CHANGELOG.md │ │ │ │ ├── CONTRIBUTE.md │ │ │ │ ├── COPYRIGHT.txt │ │ │ │ ├── LICENSE-3rd-PARTIES.txt │ │ │ │ ├── LICENSE.txt │ │ │ │ ├── README.md │ │ │ │ ├── README_JA.md │ │ │ │ └── README_ZH.md │ │ │ │ └── manifest.json │ │ ├── docker-compose.yml │ │ ├── img │ │ │ ├── etl-easy.png │ │ │ └── etl-hard.png │ │ └── readme.md │ ├── ksql_firealarm │ │ ├── datagen │ │ │ ├── smoke_sensor_simulator.ipynb │ │ │ └── temperature_sensor_simulator.ipynb │ │ ├── docker-compose.yml │ │ └── readme.md │ ├── ksql_materialized-view_tutorial │ │ ├── config │ │ │ └── mysql │ │ │ │ └── custom-config.cnf │ │ ├── connectors │ │ │ └── debezium-debezium-connector-mysql │ │ │ │ ├── assets │ │ │ │ ├── color_debezium_256px.png │ │ │ │ └── confluent.png │ │ │ │ ├── doc │ │ │ │ ├── CHANGELOG.md │ │ │ │ ├── CONTRIBUTE.md │ │ │ │ ├── COPYRIGHT.txt │ │ │ │ ├── LICENSE-3rd-PARTIES.txt │ │ │ │ ├── LICENSE.txt │ │ │ │ ├── README.md │ │ │ │ └── README_ZH.md │ │ │ │ └── manifest.json │ │ ├── docker-compose.yml │ │ ├── img │ │ │ ├── mv-easy.png │ │ │ └── mv-hard.png │ │ └── readme.md │ └── ksql_robotic-arm │ │ ├── docker-compose.yml │ │ └── readme.md └── Spark │ ├── sss_firealarm │ ├── docker-compose.yml │ ├── notebooks │ │ ├── smoke_sensor_simulator.ipynb │ │ ├── spark-structured-streaming.ipynb │ │ └── temperature_sensor_simulator.ipynb │ └── readme.md │ ├── sss_late-arrivals │ ├── docker-compose.yml │ ├── notebooks │ │ ├── simulator_for_windowed-aggregation_late-arrival_semantics.ipynb │ │ └── windowed-aggregation_late-arrival_semantics.ipynb │ └── readme.md │ └── sss_robotic-arm │ ├── docker-compose.yml │ ├── notebooks │ ├── datagen1.ipynb │ ├── datagen2.ipynb │ └── spark-structured-streaming-Lab.ipynb │ └── readme.md └── Streaming Data Science ├── Continual Learning ├── 01_intro_to_CL.ipynb ├── 02_task_incremental_avalanche.ipynb └── 03_class_incremental_avalanche.ipynb ├── Streaming Machine Learning ├── README.md ├── datasets │ ├── BikeSharing.csv │ ├── KDDCup.csv │ ├── NEweather.csv │ └── agr_a_20k.csv ├── img │ ├── iris_example.png │ └── river_logo.png ├── notebook │ ├── 1.0_From_batch_to_stream_learning.ipynb │ ├── 2.0_Concept_Drift.ipynb │ ├── 3.0_Stream_Classification.ipynb │ ├── 4.0_Stream_Ensemble_Classification.ipynb │ └── 5.0_Stream_Regression.ipynb └── requirements.txt └── Time-Series Analytics ├── 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