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Fine-tune and deploy the ProtBERT model for protein classification using Amazon SageMaker



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Proteins, the key fundamental macromolecules governing in biological bodies, are composed of amino acids. These 20 essential amino acids, each represented by a capital letter, combine to form a protein sequence, which can be used to predict the subcellular localization (the location of protein in a cell) and structure of proteins.

Figure 1: Protein Sequence

The study of protein localization is important to comprehend the function of protein, which is essentially to structure, function, and regulate the body’s tissues and organs. Protein localization has great importance for drug design and other applications. For example, we can investigate methods to disrupt the …

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