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Practical weak supervision doing more with less data
Tok, Wee Hyong
Practical weak supervision doing more with less data /Wee Hyong Tok - 1st ed. - Sebastopol, CA O'Reilly Media c2022 - xvii, 169 p. ill. 23 cm.
Reprint, 2021
Includes index
Most data scientists and engineers today rely on quality labeled data to train their machine learning models. But building training sets manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There's a more practical approach. In this book, Amit Bahree, Senja Filipi, and Wee Hyong Tok from Microsoft show you how to create products using weakly supervised learning models.
9789355420435
Computer vision; Natural language processing (Computer science); Supervised learning (Machine learning)
006.31 / TOK
Practical weak supervision doing more with less data /Wee Hyong Tok - 1st ed. - Sebastopol, CA O'Reilly Media c2022 - xvii, 169 p. ill. 23 cm.
Reprint, 2021
Includes index
Most data scientists and engineers today rely on quality labeled data to train their machine learning models. But building training sets manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There's a more practical approach. In this book, Amit Bahree, Senja Filipi, and Wee Hyong Tok from Microsoft show you how to create products using weakly supervised learning models.
9789355420435
Computer vision; Natural language processing (Computer science); Supervised learning (Machine learning)
006.31 / TOK