Generative AI 101

Machine Learning Mini Series - What is Unsupervised Learning?

Join us as we explore unsupervised learning in our Machine Learning mini-series. Imagine being at a lively party, figuring out who’s who without any introductions—that’s unsupervised learning in action. This episode covers how algorithms identify patterns and group data without labeled examples. We’ll dig into key applications like customer segmentation, fraud detection, and more. Tune in to discover how this versatile tool uncovers hidden insights in data, making sense of the chaos in innovative and practical ways.
 
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Machine Learning Mini Series - What is Supervised Learning?

Let's continue our Machine Learning mini series by exploring the fascinating world of supervised learning. Imagine training a puppy—teaching it commands with treats, the really good kind. That's the essence of supervised learning: using labeled data (input-output pairs) to train algorithms to make accurate predictions on new data.  Learn key aspects like labeled training data, the learning process, and prediction on new data, drawing analogies to make complex concepts accessible. Explore applications such as fraud detection, spam filtering, recommendation systems, speech recognition, and self-driving cars. Tune in to understand how supervised learning is the secret sauce behind many AI technologies we use every day.
 
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Machine Learning Mini Series - What is Machine Learning?

Let's demystify the captivating world of machine learning - in this first of a mini series on machine learning! Discover the differences between AI and machine learning, explore how algorithms work, and see real-world applications like Netflix recommendations and self-driving cars come to life. Whether you're an AI enthusiast or just curious about the tech revolutionizing our world, this episode is packed with engaging insights and practical examples. Tune in to understand how machine learning learns, improves, and shapes our everyday lives—one data point at a time!
 
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Decoding AI, Machine Learning, and Deep Learning

Have you ever wondered what distinguishes AI from machine learning or deep learning? By the end of this episode, you’ll not only have a clear understanding of these pivotal terms but also be equipped to dazzle your peers with your newfound insights.
Episode Highlights:
Artificial Intelligence (AI): Discover how AI, the master chef of the tech kitchen, orchestrates everything from your smart home devices to sophisticated humanoid robots.
Machine Learning: Delve into how machine learning, the proficient sous-chef, learns from vast datasets to enhance its performance without explicit programming.
Deep Learning: Explore the realm of deep learning, the culinary genius capable of creating intricate and accurate predictions through neural networks.
 
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A History of Generative AI

This week we explore the fascinating evolution of generative AI, from its origins with the Turing Test to the transformative advancements in neural networks, GANs, and transformers. Discover how these breakthroughs have integrated AI into our daily lives, revolutionizing fields like healthcare, education, and entertainment.
 
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What is Generative AI?

Step into the world of Generative AI with Generative AI 101! Hosted by Emily Laird,  a university lecturer and AI aficionado, this podcast answers one key question: What is Generative AI? Emily breaks down the complex concepts behind tools like ChatGPT and DALL-E, showing how they create human-like text and stunning images. Perfect for students, professionals, and enthusiasts, this podcast makes understanding generative AI accessible and fascinating!