Tokens and lemmas Tokens and lemmas are quite classical concepts of NLP. Tokens are the smallest units of a text and are usually identified with
Year: 2024
Deep-diving into NLP techniques Our web application already has a well-structured skeleton that can be applied to future applications, which is very important. Additionally, our
Deep-diving into NLP techniques Exams of IT IT Certification Exams Recap of our first web application
Deep-diving into language translation – Implementing NLP Techniques for Text Analysis and Processing in Streamlit
Deep-diving into language translation Translation breaks language barriers, facilitating global communication and cross-cultural understanding. It enables businesses to expand internationally, connect with diverse audiences, and
Performing the translation task To perform the translation task, we will use a new library named deep_translator. So, first of all, let’s install it by
Using the text_analysis function Before using the Tokens&Lemmas function, we will clean the text a little bit; let’s see how to do it: Figure 5.26:
Diving deep into sentiment analysis The sentiment analysis task is quite easy because we can leverage TextBlob, which has already been imported. So, let’s start
Recap of our first web application It’s incredible, but we really did it! Starting from scratch, from an empty file, we created a well-working web