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1. Spark-batch-pipeline-for-retail-enterprise-data Spark-batch-pipeline-for-retail-enterprise-data Public

   ETL batch pipeline that moves data from Data lake to Data warehouse. Implemented with Spark, Amazon S3, Postgres, Airflow, Docker Compose. Data on the cloud is processed with local cpu without usin…

   Python

2. Kafka-Flink-MongoDB-IoTsensor-processing-storage-and-notification-system Kafka-Flink-MongoDB-IoTsensor-processing-storage-and-notification-system Public

   Real-time IoT sensor data processing, storage, and notification system based on pub-sub architecture. Uses Kafka, Flink, MongoDB, Kafka Connect, Docker.

   Python

3. Credit-risk-predictive-modelling-and-risk-optimisation Credit-risk-predictive-modelling-and-risk-optimisation Public

   A bank has to model the risk of issuing credit and optimise profit for a given risk budget

   Jupyter Notebook

4. Regression-modelling-property-prices-california Regression-modelling-property-prices-california Public

   Regression model of the prices of housing in different block groups across California with California Housing Dataset

   Jupyter Notebook

5. Statistical-tests-for-ml-feature-selection Statistical-tests-for-ml-feature-selection Public

   Demonstrating Anova/Chi2/Pearsons Statistical tests for feature selection in classification and regression (linear and polynomial) models

   Jupyter Notebook