Jump to content

Applied Natural Language Processing in the Enterprise

249.00 zł 211.65 zł - 37.35 zł
  • Book category
    Helion
  • ISBN
    9781492062523
  • Author(s)
    Ankur A. Patel, Ajay Uppili Arasanipalai
  • Amount of pages
    336
  • Release date
    12.05.2021

NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the latest and most promising trends in NLP.

With a basic understanding of machine learning and some Python experience, you'll learn how to build, train, and deploy models for real-world applications in your organization. Authors Ankur Patel and Ajay Uppili Arasanipalai guide you through the process using code and examples that highlightthe best practices in modern NLP.

  • Use state-of-the-art NLP models such as BERT and GPT-3 to solve NLP tasks such as named entity recognition, text classification, semantic search, and reading comprehension
  • Train NLP models with performance comparable or superior to that of out-of-the-box systems
  • Learn about Transformer architecture and modern tricks like transfer learning that have taken the NLP world by storm
  • Become familiar with the tools of the trade, including spaCy, Hugging Face, and fast.ai
  • Build core parts of the NLP pipeline--including tokenizers, embeddings, and language models--from scratch using Python and PyTorch
  • Take your models out of Jupyter notebooks and learn how to deploy, monitor, and maintain them in production

Recommended Comments

There are no comments to display.

Create an account or sign in to comment

You need to be a member in order to leave a comment

Create an account

Sign up for a new account in our community. It's easy!

Register a new account

Sign in

Already have an account? Sign in here.

Sign In Now

×
×
  • Create New...

Important Information

W celu świadczenie usług przez nasz Serwis na najwyższym poziomie, w ramach Serwisu wykorzystujemy pliki Cookies (tzw. ciasteczka). Korzystając ze stron Serwisu IPSBEYOND.PL bez zmiany ustawień przeglądarki będą one zapisane w pamięci urządzenia. Jeżeli nie dokonacie Państwo zmiany ustawień przeglądarki internetowej to wyrażacie zgodę na zapisywanie plików Cookies.