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1. Kafka Kafka Public template

   How to create a data pipeline to move data from a relational DB (PostgreSQL) to a data warehouse (ClickHouse) using Kafka with KRaft and Debezium Change Data Capture (CDC).

   HTML

2. ObjectRelationalMapping ObjectRelationalMapping Public template

   How to connect a backend based on Python to a relational database using an Object Relational Mapping (ORM) layer.

   Jupyter Notebook 1

3. DataAnalytics DataAnalytics Public template

   How to perform basic statistical tests of hypothesis (regression, comparison, and correlation) using R.

   HTML 1

4. ServingMLModels ServingMLModels Public template

   How to serve Machine Learning models in your backend through a REST-ish API using a reverse proxy.

   Python 2

5. TimeSeriesForecastingandNeuralNetworks TimeSeriesForecastingandNeuralNetworks Public template

   How to perform time-series analysis and time-series forecasting for finance using Python.

   Jupyter Notebook 1

6. BBT3104-Lab6of6-QueryOptimization BBT3104-Lab6of6-QueryOptimization Public template

   How to evaluate Query Optimization based on the IMDb dataset using PostgreSQL and the Join Order Benchmark (JOB).

   Python 5