Answers

After putting thought into the questions, compare your answers to ours:

1. We cannot answer this question, but we hope you learn something you can use in your career soon!
2. The glass-box approach supports transparency by providing the code run for each run in the experiment and the best run, thus enabling reusability and reproducibility.
3. Apache Iceberg, Apache Hudi, and Linux Foundation Delta Lake (an open source/unmanaged version of Delta).
4. There are several. Here are a few:
   • Open protocol (no vendor lock-in)
   • Speed
   • Change data capture
   • Time travel
5. While Parquet also provides columnar storage and has efficient read/write operations, its lack of ACID transaction capabilities distinguishes Delta Lake.