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Natural Language Understanding with Python

Natural Language Understanding with Python

By : Deborah A. Dahl
4.8 (12)
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Natural Language Understanding with Python

Natural Language Understanding with Python

4.8 (12)
By: Deborah A. Dahl

Overview of this book

Natural Language Understanding facilitates the organization and structuring of language allowing computer systems to effectively process textual information for various practical applications. Natural Language Understanding with Python will help you explore practical techniques for harnessing NLU to create diverse applications. with step-by-step explanations of essential concepts and practical examples, you’ll begin by learning about NLU and its applications. You’ll then explore a wide range of current NLU techniques and their most appropriate use-case. In the process, you’ll be introduced to the most useful Python NLU libraries. Not only will you learn the basics of NLU, you’ll also discover practical issues such as acquiring data, evaluating systems, and deploying NLU applications along with their solutions. The book is a comprehensive guide that’ll help you explore techniques and resources that can be used for different applications in the future. By the end of this book, you’ll be well-versed with the concepts of natural language understanding, deep learning, and large language models (LLMs) for building various AI-based applications.
Table of Contents (21 chapters)
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1
Part 1: Getting Started with Natural Language Understanding Technology
4
Part 2:Developing and Testing Natural Language Understanding Systems
16
Part 3: Systems in Action – Applying Natural Language Understanding at Scale

Installing Python

The first step in setting up your development environment is to install Python. If you have already installed Python on your system, you can skip to the next section, but do make sure that your Python installation includes Python 3, which is required by most NLP libraries. You can check your Python version by entering the following command in a command-line window, and the version will be displayed:

 $ python --version

Note that if you have both Python 2 and Python 3 installed, you may have to run the python3 –version command to check the Python 3 version. If you don’t have Python 3, you’ll need to install it. Some NLP libraries require not just Python 3 but Python 3.7 or greater, so if your version of Python is older than 3.7, you’ll need to update it.

Python runs on almost any operating system that you choose to use, including Windows, macOS, and Linux. Python can be downloaded for your operating system from http://www.python...

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