[HN Gopher] The Big Dictionary of MLOps
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       The Big Dictionary of MLOps
        
       Author : jamesblonde
       Score  : 37 points
       Date   : 2023-04-17 07:51 UTC (1 days ago)
        
 (HTM) web link (www.hopsworks.ai)
 (TXT) w3m dump (www.hopsworks.ai)
        
       | vatj2 wrote:
       | Helpful for the serverless MLOps community, big thanks!
        
       | mari_lc wrote:
       | Was this generated by GPT-4?
        
         | jamesblonde wrote:
         | Author here. I started it prior to Chat-GPT. At the end, i used
         | it for help on some of the definitions. GPT-4 is better than
         | Chat-GPT for definitions, but there are still large amounts of
         | hallucinations there. I think it's because it's a new field.
        
           | garryindiana wrote:
           | [dead]
        
       | antman wrote:
       | Data leakage definition is not accurate I think. Data leakage is
       | when your training data contains information about the target,
       | but similar data will not be available when the model is used. It
       | can be either internal or external data.
        
         | jamesblonde wrote:
         | Your training data always contains information about the target
         | - the features are the information about the target. You will
         | need to provide values for those features when the model is
         | used. If you are training the model with features that cannot
         | be used at inference time, then it is data leakage. The
         | definition can be improved, i agree. Is there anything
         | incorrect in the definition from your point of view?
        
       | rbirkby wrote:
       | Distillation. Corpora. Zero-shot. One-shot/few-shot. Labelled and
       | unlabelled. Self-supervised.
        
       | momothereal wrote:
       | > ETL stands for Extract, Load, and Transform of data.
        
         | jamesblonde wrote:
         | Thanks! Will fix this typo.
        
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       (page generated 2023-04-18 23:01 UTC)