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Describe the process of integrating Hyperopt with Spark MLlib for hyperparameter tuning. What specific challenges might arise when attempting to parallelize the tuning process across a Spark cluster, and how can these be mitigated?
Describe the process of integrating Hyperopt with Spark MLlib for hyperparameter tuning. What specific challenges might arise when attempting to parallelize the tuning process across a Spark cluster, and how can these be mitigated?
Simulated
A
Integrating Hyperopt with Spark MLlib is straightforward and involves no challenges.
11.5%
B
The main challenge is the incompatibility between Hyperopt and Spark MLlib, which cannot be resolved.
0.0%
C
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