Create projects with SHAP and TFX

Course Q&A Machine Learning Engineering for Production(MLOps) Machine Learning Modeling Pipelines in Production
1

I have learned SHAP (course 3) and I want to make a small project by combining SHAP with TFX, what are the steps? I’m still a little confused… do I have to combine all the processes into one or do I experiment SHAP and make a model, then I make a TFX pipeline or vice versa?

need consultation…

2

I think you need to preprocess the dataset to a certain level (using TFX or else first) and then use SHAP .

3

Thank you…

Pada tanggal Sen, 24 Apr 2023 14:15, Gent Spahiu via DeepLearning.AI <notifications@dlai.discoursemail.com> menulis:

4

do I need to create a data pipeline first or directly transform the data? before entering SHAP?

Pada tanggal Sen, 24 Apr 2023 17:11, fahmi aziz fadhil <fahmiazizfadhil999@gmail.com> menulis:

5

Most probably yes you do!