Natural Language Processing Fundamentals
Natural Language Processing Fundamentals starts with basics and goes on to explain various NLP tools and techniques that equip you with all that you need to solve common business problems for processing text.
Offered by
Difficulty Level
Intermediate
Completion Time
12h28m
Language
English
About Book
Who Is This Book For?
Natural Language Processing Fundamentals is designed for novice and mid-level data scientists and machine learning developers who want to gather and analyze text data to build an NLP-powered product. It'll help you to have prior experience of coding in Python using data types, writing functions, and importing libraries. Some experience with linguistics and probability is useful but not necessary.
Natural Language Processing Fundamentals
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 12h28m total length
General Introduction to NLP
Extraction Methods from Unstructured Text
Building a Simple Classifier
Collecting Text Data
Topic Modelling
Text Summarization and Text Generation
Vector Representation
Sentiment Analysis
Language Detection using Neural Networks
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