Category: Simplified
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Transformer Architecture: Explained
The world of natural language processing (NLP) has been revolutionized by the advent of transformer architecture, a deep learning model that has fundamentally changed how computers understand human language. I find this topic fascinating because it blends complex computational models with real-world applications, effectively allowing machines to interpret and generate text with a level of…
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Everything you wanna know about prompting and prompt engineering
The intersection of language and technology has always fascinated me, especially with the rise of Large Language Models (LLMs), which have fundamentally changed how we interact with machines. When I started machine learning, it was mostly people working in data that routinely interacted with AI, but now everyone has access to AI systems on their…
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Evolution of Language Models: From N-Grams to Neural Networks to Transformers
I am sure you have caught up on the buzz around Large Language Models (LLMs), the backbone of your favorite tool, ChatGPT and so I thought this might be a good time to write a refresher on language models, which includes their definition, evolution, application, and challenges. From n-gram to transformer models like GPT-3 and…
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Let’s simplify Artificial Intelligence (AI)
I am sure you have heard the AI talk everywhere. It’s the buzz of the town, and they say that AI is here for you or it’s gonna take your job away. But, what is AI really? In this article, I will cover everything and explain it in very simple terms. How do you explain…
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What is ChatGPT and what does it mean to me?
In parties, social gatherings, and classrooms, I have had a number of questions asked about ChatGPT. It’s in the news and everyone’s raving about it. In this post, I will answer the questions I have been asked the most. If you have more, feel free to share them in the comment section! What is ChatGPT…