Pure language processing consists of the interaction between pc programs and human languages. It encompasses quite a few duties resembling textual content material analysis, language know-how, sentiment analysis, and machine translation. NLP is crucial in a number of features, along with chatbots, serps, and social media monitoring.
NLTK and SpaCy are two well-liked libraries in Python that current full devices for NLP duties. NLTK is known for its intensive assortment of textual content material processing libraries and belongings, whereas SpaCy is praised for its velocity and effectivity, considerably in manufacturing environments.
On this text, we’ll uncover these devices, exhibit learn how to make use of them, and speak about their strengths and weaknesses.