Applied Natural Language Processing with Python: Implementing Machine Learning and Deep Learning Algorithms for Natural Language Processing
暫譯: 應用自然語言處理與 Python：實作機器學習與深度學習演算法於自然語言處理

Taweh Beysolow II

Applied Natural Language Processing with Python: Implementing Machine Learning and Deep Learning Algorithms for Natural Language Processing

相關主題

商品描述

Learn to harness the power of AI for natural language processing, performing tasks such as spell check, text summarization, document classification, and natural language generation. Along the way, you will learn the skills to implement these methods in larger infrastructures to replace existing code or create new algorithms. 

Applied Natural Language Processing with Python starts with reviewing the necessary machine learning concepts before moving onto discussing various NLP problems. After reading this book, you will have the skills to apply these concepts in your own professional environment.


What You Will Learn  
  • Utilize various machine learning and natural language processing libraries such as TensorFlow, Keras, NLTK, and Gensim
  • Manipulate and preprocess raw text data in formats such as .txt and .pdf
  • Strengthen your skills in data science by learning both the theory and the application of various algorithms  

Who This Book Is For 

You should be at least a beginner in ML to get the most out of this text, but you needn’t feel that you need be an expert to understand the content.

商品描述(中文翻譯)

學習如何利用人工智慧的力量進行自然語言處理，執行拼字檢查、文本摘要、文件分類和自然語言生成等任務。在這個過程中，您將學會在更大的基礎設施中實現這些方法，以取代現有的程式碼或創建新的演算法。

應用自然語言處理與 Python 先回顧必要的機器學習概念，然後討論各種 NLP 問題。閱讀完本書後，您將具備在自己的專業環境中應用這些概念的技能。

您將學到什麼


  • 利用各種機器學習和自然語言處理庫，如 TensorFlow、Keras、NLTK 和 Gensim

  • 操作和預處理原始文本數據，格式包括 .txt 和 .pdf

  • 通過學習各種演算法的理論和應用來加強您的數據科學技能

本書適合誰

您應該至少具備機器學習的初學者水平，以便充分理解本書內容，但您不必感到需要成為專家才能理解內容。

類似商品