Table of Contents for
Applied Text Analysis with Python

Version ebook / Retour

Cover image for bash Cookbook, 2nd Edition Applied Text Analysis with Python by Tony Ojeda Published by O'Reilly Media, Inc., 2018
  1. Cover
  2. nav
  3. Applied Text Analysis with Python
  4. Applied Text Analysis with Python
  5. Preface
  6. 1. Language and Computation
  7. 2. Building a Custom Corpus
  8. 3. Corpus Preprocessing and Wrangling
  9. 4. Text Vectorization and Transformation Pipelines
  10. 5. Classification for Text Analysis
  11. 6. Clustering for Text Similarity
  12. 7. Context-Aware Text Analysis
  13. 8. Text Visualization
  14. 9. Graph Analysis of Text
  15. 10. Chatbots
  16. 11. Scaling Text Analytics with Multiprocessing and Spark
  17. 12. Deep Learning and Beyond
  18. Glossary
  19. Index
  20. About the Authors
  21. Colophon

Applied Text Analysis with Python

Enabling Language-Aware Data Products with Machine Learning

Benjamin Bengfort, Rebecca Bilbro, and Tony Ojeda