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PODCAST

AI is all you need

"AI is all you need" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you"re a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

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All Episodes

8:00

Attention Revolution: How Grouped Query Attention is...

AI is all you need ·

2025/04/14

In this illuminating episode of Easy AI, host Nova speaks with Dr. Alex Summers about the game-changing innovation of Grouped Query Attention (GQA).Starting with the foundations of Multihead Attention, Dr. Summers breaks down how this cornerstone of transformer architecture has evolved to meet the challenges of scaling AI systems. Discover how GQA cleverly reduces memory requirements without sacrificing performance, allowing today's most powerful language models to run more efficiently.From

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10:17

Decoding AlexNet: The Neural Network That Changed...

AI is all you need ·

2025/02/06

In this episode, we dive deep into the revolutionary AlexNet architecture that redefined the landscape of deep learning and computer vision. We’ll explore its structure, highlighting the innovative techniques that set it apart from other neural networks. Discover the key advantages of AlexNet, from its impressive performance in image classification tasks to its role in driving advancements in AI research. We’ll also discuss real-world applications of AlexNet, showcasing how this groundbreaking

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10:28

Unlocking the Power of GRUs: Revolutionizing Sequence...

AI is all you need ·

2025/01/29

Dive into the fascinating world of Gated Recurrent Units (GRUs) in this informative episode! We explore the unique architecture of GRUs and how they offer enhanced performance over traditional Recurrent Neural Networks (RNNs). Discover the key differences that make GRUs a go-to choice for tackling complex natural language processing tasks and sequence modeling challenges. Whether you're a seasoned data scientist or a curious newcomer, this episode will equip you with a deeper understanding of GRUs

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10:32

Decoding ImageNet: The Contest That Revolutionized...

AI is all you need ·

2025/01/23

Join us in this captivating episode as we explore the ImageNet contest, a groundbreaking event that has redefined the landscape of computer vision. Discover the history and significance of this competition that illuminated the potential of deep learning, leading to astonishing advancements in AI. We’ll dive into the innovative models and techniques that dominated the contest, showcasing the top-performing algorithms and their creators. From humble beginnings to achieving human-like accuracy, learn

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10:19

Unraveling ResNet: The Backbone of Deep Learning

AI is all you need ·

2025/01/17

In this episode, we dive deep into the revolutionary ResNet architecture—a game changer in the realm of deep learning. Discover how ResNet tackles the challenges of vanishing gradients with its innovative skip connections, setting it apart from traditional architectures. We'll explore its impressive advantages, including enhanced performance in image recognition and object detection tasks. Plus, see how ResNet is being applied in the real world, from improving medical imaging technologies to

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9:50

Unlocking Potential: The Power of Transfer Learning...

AI is all you need ·

2025/01/10

In this episode, we dive deep into the fascinating world of transfer learning—an innovative technique in deep learning that allows models to leverage knowledge gained from one task to enhance performance in another. Discover the advantages of transfer learning, including efficiency, reduced training time, and improved accuracy. We’ll explore various transfer learning approaches, from fine-tuning pre-trained models to feature extraction, and discuss their practical applications across industries such

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10:14

Diffusion Transformers

AI is all you need ·

2025/01/03

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

en

11:11

Mastering Model Performance: Essential Regularization...

AI is all you need ·

2024/12/31

Dive into the crucial world of regularization in deep learning in this episode! We unravel the mysteries behind L1 and L2 regularization, dropout, and batch normalization, illuminating how these powerful techniques prevent overfitting and elevate your model’s performance. Whether you're a seasoned data scientist or just starting out, this episode is your comprehensive guide to building more robust machine learning models. Join us as we explore practical applications, theoretical foundations, and

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6:55

Gradient Descent

AI is all you need ·

2024/12/26

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

en

9:41

Types of Attention

AI is all you need ·

2024/12/25

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

en

9:39

LoRA

AI is all you need ·

2024/12/19

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

en

6:21

Geoffrey Hinton

AI is all you need ·

2024/12/13

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

en

9:59

Neural Processing Units

AI is all you need ·

2024/12/07

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

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7:09

The Perceptron

AI is all you need ·

2024/12/05

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

en

7:09

Transformer Networks

AI is all you need ·

2024/12/02

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

en

7:01

ChatGPT

AI is all you need ·

2024/06/06

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

en

7:07

Turing Test

AI is all you need ·

2024/06/05

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.If you like this podcast, please consider buying me a coffee at

en

7:28

How to avoid overfitting

AI is all you need ·

2024/03/28

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.Note: This podcast is generated and spoken by AI. Hosted on Acast. See

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6:50

Batch Normalization

AI is all you need ·

2024/03/21

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.Note: This podcast is generated and spoken by AI. Hosted on Acast. See

en

6:36

LLM training

AI is all you need ·

2024/03/14

"Easy AI" is a podcast that simplifies the complex world of artificial intelligence. Join us as we break down AI concepts, applications, and trends into easy-to-understand discussions. Whether you're a beginner or an expert, our show will make AI accessible and engaging for everyone. Tune in for insightful conversations, practical insights, and expert guests, all designed to demystify the world of artificial intelligence.Note: This podcast is generated and spoken by AI. Hosted on Acast. See

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66 results

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