Can I read TEXT ANALYTICS WITH PYTHON: a practical real-world approach to gaining actionable insights from ... your data on EtoBox?

TEXT ANALYTICS WITH PYTHON: a practical real-world approach to gaining actionable insights from ... your data by Sarkar, Dipanjan is a nonfiction available to read on EtoBox.

What is TEXT ANALYTICS WITH PYTHON: a practical real-world approach to gaining actionable insights from ... your data about?

Leverage Natural Language Processing (NLP) in Python and learn how to set up your own robust environment for performing text analytics. This second edition has gone through a major revamp and introduces several significant changes and new topics based on the recent trends in NLP.  You’ll see how to use the latest state-of-the-art frameworks in NLP, coupled with machine learning and deep learning models for supervised sentiment analysis powered by Python to solve actual case studies. Start by reviewing Python for NLP fundamentals on strings and text data and move on to engineering representation methods for text data, including both traditional statistical models and newer deep learning-based embedding models. Improved techniques and new methods around parsing and processing text are discussed as well.   Text summarization and topic models have been overhauled so the book showcases how to build, tune, and interpret topic models in the context of an interest dataset on NIPS conference papers. Additionally, the book covers text similarity techniques with a real-world example of movie recommenders, along with sentiment analysis using supervised and unsupervised techniques. There is als

Who reads TEXT ANALYTICS WITH PYTHON: a practical real-world approach to gaining actionable insights from ... your data?

Author

Sarkar, Dipanjan

Publisher

Apress : Imprint : Apress

Published

2019

Language

EN

ISBN

9781484252741

Category

nonfiction

Subjects

Mathematics, Computer Science, Management