Автор: AI Publishing
Издательство: AI Publishing
Год: 2020
Формат: epub/pdf(conv.)
Страниц: 340
Размер: 12.5 Mb
Язык: English
The topics covered include:
What is Natural Language Processing?
Environment Setup and Python Crash Course
Introduction to Deep Learning
Text Cleaning and Manipulation
Common NLP Tasks
Importing Text Data from Various Sources
Word Embeddings: Converting Words to Numbers
IMDB Movies Sentimental Analysis
Ham and Spam Message Classification
Text Summarization and Topic Modeling
Text Classification with Deep Learning
Text Translation Using Seq2Seq Model
State of the Art NLP with BERT Transformers
Hands-on NLP Projects/Articles for Practice
Exercise Solutions