Book
The Natural Language Processing Workshop
The Natural Language Processing Workshop takes you through fundamental NLP techniques, such as preparing datasets, collecting text, extracting text, and sentiment analysis. As you progress, you’ll get to grips with creating your own chatbots and dynamic models.
Offered by
Difficulty Level
Intermediate
Completion Time
15h4m
Language
English
About Book
Who Is This Book For?
This book is for beginner to mid-level data scientists, machine learning developers, and NLP enthusiasts. A basic understanding of machine learning and NLP is required to help you grasp the topics in this workshop more quickly.
The Natural Language Processing Workshop
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 15h4m total length
Introduction to Natural Language Processing
Feature Extraction Methods
Developing a Text Classifier
Collecting Data with Web Scraping and APIs
Topic Modeling
Vector Representation
Text Generation and Summarization
Sentiment Analysis
Related Resources
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