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Generative AI project lifecycle Imagine you’re about to embark on an exciting journey to create an application powered by artificial intelligence (AI) that can generate text, like a chatbot or a content creation tool. The process to develop and launch this AI application involves several key steps, collectively known as the Generative AI Project Lifecycle. Let’s…
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Understanding How AI Text Generation Works: Prompt Engineering, Inference, and In-Context Learning Prompt, inference, and completion — these are key terms in AI text generation that might sound complicated, but they’re easier to understand than you think. Let us explore them! Prompt: This is the text you give to the AI model to start with. Think of it as…
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Breaking Down the Transformer Model Hey there! Let’s dive into how the transformer model works, especially focusing on a real-world example like translating a sentence from French to English. This may sound complex, but I promise to keep it simple and straightforward. Transformers: The Basics Transformers are a powerful AI architecture used for tasks like…
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Understanding Transformers: The Powerhouse Behind Modern AI Hey there! Let’s dive into the world of AI and understand something called “Transformer architecture.” This may sound complex, but it’s a game-changer for how machines understand and generate language. What are Transformers? Transformers are a type of AI architecture that has changed the field of natural language…
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Generative AI & LLMs Generative AI is like a special type of smart assistant that learns from tons of information humans have created. Imagine it as a virtual brain that studies everything it’s fed, like books, articles, and conversations, to learn how language works. These brainy models, called large language models (LLMs), are like super-smart…
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Programming is like giving instructions to a computer and guiding it through tasks to achieve desired outcomes. Today, I’m going to talk about Python basics. What is Python? Python is a high-level programming language known for its simplicity and readability. Imagine you have a task to write a set of instructions for someone, but instead of…
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What is Generative AI? Generative AI, or generative artificial intelligence, is a type of technology that can create new things, like pictures, music, or even stories, all on its own. It’s like having a very smart computer that can come up with new ideas and make something completely original, just like a human artist or…
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I hope this lesson helps you as well. Today, I am going to discuss workflows using examples that I found to be simple to understand. Workflow of a machine learning project This time, you have to pretend that you want to teach a computer to understand when someone says certain words, like “Alexa” or “Hey,…
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I discussed machine learning, data, and the various forms of AI in the previous lesson. This time, I will talk about deep learning and neural networks. Non-technical explanation of deep learning Imagine you have a really smart friend who loves solving puzzles. They’re so good that they can figure out the solution to almost any…
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Since I came from a creative background, I felt that I needed to understand what was going on in the world with artificial intelligence, so I decided to start learning on my own and share what I had learned so far. Let us get started. What is AI? Artificial intelligence, or AI, is technology that…
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