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Practical Natural Language Processing

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If you want to build, iterate and scale NLP systems in a business setting and to tailor them for various industry verticals, this is your guide. Consider the task of building a chatbot or text classification system at your organization. In the beginning, there may be little or no data to work with. At this point, a basic solution that uses rule based systems or traditional machine learning will be apt. As you accumulate more data, more sophisticated--and often data intensive--ML techniques can be used including deep learning. At each step of this journey, there are dozens of alternative approaches you can take. This book helps you navigate this maze of options.

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Practical Natural Language Processing, Anuj Gupta, Sowmya Vajjala, Harshit Surana, Bodhisattwa Majumder

Sprache
Erscheinungsdatum
2020
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Titel
Practical Natural Language Processing
Sprache
Englisch
Erscheinungsdatum
2020
Einband
Paperback
Seitenzahl
325
ISBN10
1492054054
ISBN13
9781492054054
Reihe
Bewertung
3,85 von 5 Sternen
Beschreibung
If you want to build, iterate and scale NLP systems in a business setting and to tailor them for various industry verticals, this is your guide. Consider the task of building a chatbot or text classification system at your organization. In the beginning, there may be little or no data to work with. At this point, a basic solution that uses rule based systems or traditional machine learning will be apt. As you accumulate more data, more sophisticated--and often data intensive--ML techniques can be used including deep learning. At each step of this journey, there are dozens of alternative approaches you can take. This book helps you navigate this maze of options.