Understanding Tokenization, Stemming, and Lemmatization in NLP | by Ravjot Singh | Jun, 2024

Understanding Tokenization, Stemming, and Lemmatization in NLP | by Ravjot Singh | Jun, 2024

Pure Language Processing (NLP) entails numerous methods to deal with and analyze human language information. On this weblog, we are going to discover three important methods: tokenization, stemming, and lemmatization. These methods are foundational for a lot of NLP purposes, reminiscent of textual content preprocessing, sentiment evaluation, and machine translation. Let’s delve into every method,…

Constructing Your First Deep Studying Mannequin: A Step-by-Step Information | by Ravjot Singh | Jun, 2024

Constructing Your First Deep Studying Mannequin: A Step-by-Step Information | by Ravjot Singh | Jun, 2024

Deep studying is a subset of machine studying, which itself is a subset of synthetic intelligence (AI). Deep studying fashions are impressed by the construction and performance of the human mind and are composed of layers of synthetic neurons. These fashions are able to studying advanced patterns in knowledge by a course of known as…