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1. ObjectRelationalMapping ObjectRelationalMapping Public template

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

   Jupyter Notebook

2. DataEngineering DataEngineering Public template

   How to create a data pipeline to move data from a relational DB (MySQL) to a data warehouse (ClickHouse) using Kafka and Change Data Capture.

   Shell 1

3. DataAnalytics DataAnalytics Public template

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

   R

4. ServingMLModels ServingMLModels Public template

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

   HTML

5. TimeSeriesForecastingandNeuralNetworks TimeSeriesForecastingandNeuralNetworks Public template

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

   Jupyter Notebook

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