Can anyone tell why do we need pipeline for deploying ML Models in AI Center. Can we use a ml model without going it through pipeline?
few ml models can be used directly without training…those are the ones which are already trained on general documents
if you need for any specific use case then you need to train he model and pipeline basically calls the model and trains it on the dataset provided
cheers
If my model is already trained on the datasets, then do I need to create pipeline? If not, how can I create a ML skill out of it?
If a Model is a pre trained one and doesnt require additional training, you can directly use that without additional re training. For that, first go to ML Packages Tab and create an ML Package for the ML model you want to use. Then skip the pipeline part and directly go to ML Skill tab, create a new ML Skill, choose the ML Package created in previous step and choose the Minor version as 0 (Which is the OOTB/Pre trained version, once you start training you will get newer minor versions). Now you can create ML Skill with Package selected and choosing major version and minor version to 0.
If the model is already pretrained then you need not train again you just need to select package and create a skill in skills page
cheers