NLP: A Comprehensive Guide to Natural Language Processing
Hello everyone! In this post, we'll dive into the world of Natural Language Processing (NLP) and explore the roadmap for learning NLP, key concepts, and provide a detailed understanding of the subject. This guide aims to cover both machine learning and deep learning aspects of NLP, ensuring a comprehensive understanding of the subject. Why NLP? NLP is a critical area of artificial intelligence that focuses on the interaction between computers and humans through natural language. With applications ranging from chatbots to language translation, NLP has become an essential skill for data scientists and AI enthusiasts. Examples of NLP Applications: Google Search : Recommends content based on user queries. Google Translator : Translates text from one language to another. Spam Classifiers : Detects spam emails. Chatbots : Engages in human-like conversations. ##map for NLP To master NLP, it's essential to follow a structured roadmap. Here's how we can break it down: Step 1: Text...