These fields are relatively new. There doesn’t seem to be a clear path to break into them.
Personally, I believe Kaggle is one of the ways to slowly gain some practical experience: https://www.kaggle.com/
However, I’m not sure if it’s sufficient.
Recently, I’ve been taking a deeper dive into studying various types of competitions. For example, I’ve created a repo where I’m organizing notebooks, etc for a regression competition:
https://github.com/melling/ml-regression
I’m creating others for classification, nlp, vision, etc
Of course, the self-study method means people have knowledge gaps because there’s no syllabus tailored for an interview
Personally, I believe Kaggle is one of the ways to slowly gain some practical experience: https://www.kaggle.com/
However, I’m not sure if it’s sufficient.
Recently, I’ve been taking a deeper dive into studying various types of competitions. For example, I’ve created a repo where I’m organizing notebooks, etc for a regression competition:
https://github.com/melling/ml-regression
I’m creating others for classification, nlp, vision, etc
Of course, the self-study method means people have knowledge gaps because there’s no syllabus tailored for an interview