The Evolution of AI: From Machine Learning to Advanced Chatbots
Journey through the history and Development of Large Language Models (LLMs) and Chatbots like ChatGPT.
With the speed at which AI tools are adopted by industry and end users, the fear of being left behind is growing for many. This course will provide a timeline of developments that have led to the creation of AI chatbots such as ChatGPT, Google’s Gemini, Microsoft’s Co-pilot, and several open-source large language models (LLMs).
This course is part of the Learning Prompt Crafting series. We will cover each development and provide a quick overview, explaining how each relates to using AI chatbots.
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Chapter 0 - Introduction
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Course Introduction
The history of Artificial Intelligence takes us from the foundations of machine learning to the sophisticated building of today's chatbots and large language models (LLM).
In this Mini-Course, "The Evolution of AI: From Machine Learning to Advanced Chatbots," we review pivotal moments and groundbreaking technologies that have shaped the AI landscape as we know it today.
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About The Author
Quick Introduction - Steve Young
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Chapter 1 - Early Days 1950s to 1980s
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Early 1950s: Machine Learning (ML)
This lesson will cover Machine Learning (ML), the technology behind your email's spam filter, and your streaming service's recommendations. We dive into what machine learning is, explore its application, and discuss why it's revolutionizing so many industries.
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1980s: Artificial Neural Networks
This lesson covers one of the main technologies that allow chatbots to understand what you're saying and respond in ways that feel almost human. This is the power of artificial neural networks, which are computational systems that mimic the structure of our brains.
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Chapter 2 - Deep Learning & LLMs 2010s -2020s
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2010s: Deep Learning
The 2010s saw significant advancements in AI, during which Deep Learning algorithms revolutionized various fields, including computer vision, natural language processing, and speech recognition. This lesson builds on Artificial Neural Networks, which we reviewed in the last lesson, and will explore the history of deep learning and its impact on large language models (LLM) and AI.
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Early 2020s: Large Language Models (LLMs)
The importance of large language models in the development of chatbots, particularly those such as ChatGPT, cannot be overstated. LLMs are the next step towards AI and serve as the backbone of these conversational agents. As we have seen so far, the continued development provides them the ability to understand nuances in language, context, and even emotions.
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Chapter 3 - Present: Chatbots - ELIZA to ChatGPT
Meet your instructors
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Meet your instructors ✳
KATE
MACK
It all begins with an idea. Maybe you want to launch a business. Maybe you want to turn a hobby into something more. Or maybe you have a creative project to share with the world.
What you’ll learn
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Describe your lesson with a short summary.
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Describe your lesson with a short summary.
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Describe your lesson with a short summary.
Course FAQ
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It all begins with an idea. Maybe you want to launch a business. Maybe you want to turn a hobby into something more. Or maybe you have a creative project to share with the world. Whatever it is, the way you tell your story online can make all the difference.
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It all begins with an idea. Maybe you want to launch a business. Maybe you want to turn a hobby into something more. Or maybe you have a creative project to share with the world. Whatever it is, the way you tell your story online can make all the difference.
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It all begins with an idea. Maybe you want to launch a business. Maybe you want to turn a hobby into something more. Or maybe you have a creative project to share with the world. Whatever it is, the way you tell your story online can make all the difference.