tourist_on_road
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Joined 6 years ago
Also baking in some sort of domain specific inductive bias into model architecture itself can address this problem as well [2].
[1]: Escaping the Big Data Paradigm with Compact Transformers: https://arxiv.org/abs/2104.05704
[2]: CvT: Introducing Convolutions to Vision Transformers: https://arxiv.org/abs/2103.15808
Personally as a machine learning practitioner, Streamlit was a god send tool to quickly setup demos without having to fiddle with front end code. I hope they continue to support the open source ecosystem even after the acquisition.
These are basic computer science fundamentals and critical thinking capabilities that essential for performing the job atleast for software development roles.