Introduction to Computational Linguistics | Installation and Basic Applications of the Python Library spaCy

Introduction to Computational Linguistics | Installation and Basic Applications of the Python Library spaCy

Hello, everyone! I am Xiiiia. For those who have just learned the basic syntax rules of Python and are stepping into the world of computational linguistics, mastering the use of spaCy largely determines whether you can become an independent text analyst. This series mainly focuses on the knowledge related to the Python library spaCy, including … Read more

Learn NLTK for Text Analysis in 1 Hour

Learn NLTK for Text Analysis in 1 Hour

NLTK (Natural Language Toolkit) is an open-source Python library used for natural language processing. NLTK is a powerful toolkit for natural language processing, and below are some common uses of NLTK in this field: Part-of-Speech Tagging: Tags words with their parts of speech in a sentence, such as nouns, verbs, etc. Tokenization: Splits text into … Read more

Strategies for Mastering Natural Language Processing with Python

Strategies for Mastering Natural Language Processing with Python

Have you ever wondered how computers understand the words we humans write and say? This is precisely what Python’s Natural Language Processing (NLP) aims to achieve! For instance, it can automatically analyze the theme of an essay we write; various intelligent translation software can instantly convert our spoken Chinese into English. Why Python is Important … Read more

Practical AI Handbook for Non-Profit Organizations

Practical AI Handbook for Non-Profit Organizations

Editor’s Note: With the advent of the digital age and the continuous iteration of technology, the development and application of Artificial Intelligence (AI) tools are rapidly changing our work and lifestyle. These tools not only greatly enhance work efficiency but also bring more opportunities. The editor has compiled a list of useful AI tools available … Read more