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Python Natural Language Processing

You're reading from   Python Natural Language Processing Advanced machine learning and deep learning techniques for natural language processing

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Product type Paperback
Published in Jul 2017
Publisher Packt
ISBN-13 9781787121423
Length 486 pages
Edition 1st Edition
Languages
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Author (1):
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Jalaj Thanaki Jalaj Thanaki
Author Profile Icon Jalaj Thanaki
Jalaj Thanaki
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Toc

Table of Contents (13) Chapters Close

Preface 1. Introduction FREE CHAPTER 2. Practical Understanding of a Corpus and Dataset 3. Understanding the Structure of a Sentences 4. Preprocessing 5. Feature Engineering and NLP Algorithms 6. Advanced Feature Engineering and NLP Algorithms 7. Rule-Based System for NLP 8. Machine Learning for NLP Problems 9. Deep Learning for NLU and NLG Problems 10. Advanced Tools 11. How to Improve Your NLP Skills 12. Installation Guide

Choose your area

After reading all the chapters, you might know enough to decide what you like. Do you want to build core ML stuff? Do you like to work on frameworks such as Hadoop, Spark, and so on? Are you keen on designing architecture? Do you want to contribute to visualization? Think and choose.

You can choose any area from data science or you can be a part of the whole data science product development life cycle. I want to give my example. I have worked with mid-size and start-up organizations. So far, I have had the freedom to explore various areas related to data science, such as proposing a data science product and releasing the product. I used to propose a new product after doing an analysis of business opportunities. I always validate my product proposal by thinking that if we were to make this product, then our end users would use it and, in return, the company that...

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