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Natural Language Processing in Practice [Video]

Natural Language Processing in Practice: Build chatbots, text analyzers, classifiers, and more with NLP [Video]

By Smail Oubaalla
$130.99
Video Jan 2019 1 hours 47 minutes 1st Edition
Video
$130.99
Subscription
$15.99 Monthly
Video
$130.99
Subscription
$15.99 Monthly

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Product Details

Publication date : Jan 31, 2019
Length 1 hours 47 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781787280885
Category :
Data
Languages :
Python (Intermediate)
Concepts :
Natural Language Processing
toc View table of contents toc Download Code

Key benefits

  • Easy-to-follow unique tutorial that shows you how to make your machine understand your language
  • Make your machine read, understand, and interpret natural language with the help of powerful algorithms and tools
  • Master parts of speech and semantic analysis, and resolve ambiguity with real-world examples

Description

Natural Language Processing (NLP) offers powerful ways to interpret and act on spoken and written language. It can help you with tasks such as customer support enquiries and customer feedback analysis. As the quantity of data continues to grow at an incomprehensible rate, being able to understand and process data is becoming a key differentiator for competitive organizations. This course will help you gain this skill by practical demonstrations, clear explanations, and interesting real-world examples. It will give you a versatile range of deep learning and NLP skills that you can put to work in your own applications. By the end of this tutorial, you’ll have a better understanding of NLP and will be able to transform data into actionable knowledge. You will also have worked on multiple examples that implement deep learning to solve real-world spoken-language problems. The code bundle for this video course is available at - https://github.com/PacktPublishing/Natural-Language-Processing-in-Practice

What you will learn

[*]Build applications with Python, using the Natural Language Toolkit via NLP [*]Create your own Chatbot using NLP [*]Perform several Natural Language Processing tasks [*]Classify text and speech using the Naive Bayes Algorithm [*]Use various tools and algorithms to build real-world applications

What do you get with a video?

Feature icon Download this video in MP4 format
Feature icon Access this title in our online reader with advanced features
Feature icon DRM FREE - Read whenever, wherever and however you want
Buy Now

Product Details

Publication date : Jan 31, 2019
Length 1 hours 47 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781787280885
Category :
Data
Languages :
Python (Intermediate)
Concepts :
Natural Language Processing

Table of Contents

5 Chapters
Getting Started with Natural Language Processing Packt Packt
Course Overview
Setup and Installation
Understanding NLP and Its Benefits
Exploring NLP Tools and Libraries
Dive into NLTK Packt Packt
Tokenization
Stop Words
Part of Speech Tagging
Stemming and Lemmatization
Named Entity Recognition
TF-IDF
Building a Sentiment Analyzer Packt Packt
Introduction to Sentiment Analysis
Pre-Processing the Dataset
Word Embeddings
Build the Network
Train the Model
Test the Model
Apply to a Single Input
Creating a Classifier Packt Packt
Machine Learning
Classification
Pre-Processing the Dataset
Naïve Bayes and SVM
Train the Classifier
Test the Classifier
Build Your Chatbot Packt Packt
Chatbots
Simple NLTK Bot
Create a ChatterBot
Enhancing the Chabot
Training the Chabot

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Authors (1)

Profile Smail Oubaalla
Smail Oubaalla is a talented Software Engineer with an interest in building the most effective, beautiful and correct piece of software possible. He has helped companies build excellent programs. He also manages projects and has experience in designing and managing new products. When not working, he loves hanging out with friends, hiking, and playing sports (football, basketball, rugby, and more). He also loves working his way through every recipe he can find in the family cookbook or elsewhere, and indulging his love for seeing new places.
See other products by Smail Oubaalla
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