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by PascLeRasc
2418 days ago
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If by ML noob you mean to say that you're like me and have zero formal CS training (as in, I don't know what a data structure is), pickling lets you write your Python workspace to a file just like Matlab's .mat file loading. It's excellent for writing scripts defining different parts of a data pipeline, or just for debugging/trying new things without waiting 20 minutes for something to filter. |
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1. The universe is composed of things.
2. We can use the computer to store information about those things (this is the data).
3. In order to gain useful insights about those things, we want to do operations on the data. I.e. to compute. computation is done by algorithms.
4. Data structures are the bridge between the data about things and the algorithm. They hold the data such that the algorithm will have an easier time computing.