Introduction Natural Language Processing (NLP) is a field of artificial intelligence that focuses on the interaction between computers and human language. In recent years, a significant advancement in NLP has been the development of Large Language Models (LLMs), which have dramatically improved the ability of machines to understand and generate human-like text. This blog aims to provide a foundational understanding of NLP and LLMs, their interconnection, and the transformative impact they have on various applications. What Is Natural Language Processing (NLP)? NLP is a subfield of AI that enables machines to read, interpret, and generate human language. It encompasses a…
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Introduction: From Brains to Bytes In our previous post on AI, Machine Learning, and Deep Learning, we explored how machines can be trained to learn from data. One of the key driving forces behind this capability is a computational structure inspired by the human brain—Neural Networks. But what exactly are neural networks, and why have they become so central to modern AI? Let’s break it down in simple terms. What Is a Neural Network? A Neural Network is a series of algorithms that attempt to recognize patterns in data, similar to how our brains process information. It’s called a “network”…