Understanding Generative AI:
An Introduction
Artificial Intelligence (AI) has become a buzzword in the business world, but what does it really mean? What is Generative AI? This article aims to demystify these concepts in a simple and straightforward manner.
AI, or Artificial Intelligence, is a broad term that refers to machines or software mimicking human intelligence. It's like teaching a machine to think and learn.
A subset of AI is Machine Learning (ML). We train machines to learn from data and make decisions or predictions. For example, a machine learning model could learn from past sales data to predict future sales trends.
Deep Learning (DL) is a further subset of Machine Learning. It is inspired by how the human brain works, and it uses something called artificial neural networks. It is a bit like having a virtual brain in the computer that can learn from large amounts of data.
Generative AI falls under the umbrella of Deep Learning. It's a type of AI that can create new content. It can generate text, images, music, and more, hence the term "generative".
Generative Adversarial Networks (GANs) are a type of Generative AI used to create realistic images, and Large Language Models (LLMs) like GPT-4 are used to generate human-like text.
In a nutshell, Generative AI is a powerful tool that can create new, original content. For businesses, this could mean generating product descriptions, writing promotional content, creating design elements, and much more. The possibilities are endless!
In the next articles, we'll delve deeper into Large Language Models and how ChatGPT, a popular example of a Large Language Model, works. Stay tuned!
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