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Hosted by Mike Welponer · 🇺🇸 US · EN · 17 episodes
Established thought leaders with verified media credentials.
Explore the fascinating world of Artificial Intelligence, where big ideas meet clear explanations. From the fundamentals of machine learning and neural networks to advanced deep learning models like CNNs, RNNs, and generative AI, this podcast unpacks the tech shaping our future. Discover real-world applications, optimization tricks, and tools like TensorFlow and PyTorch. Whether you’re new to AI or an expert looking for fresh insights, join us on a journey to decode intelligence—one concept, one model, and one story at a time.
Mike Welponer hosts “The Neural Journey” – An exploration of AI concepts for the curious, a technology show with 17 episodes published.
Building deep learning models is just the beginning—refining them is where the magic happens. In this episode, we take you through a hands-on journey with TensorFlow, Keras, and PyTorch, tackling real-world tasks like im
Choosing the right deep learning framework can shape your entire AI journey—and in this episode, we explore the big three: Keras, TensorFlow, and PyTorch. We’ll see how Keras shines for quick prototypes and learning, why
How do you know if your deep learning model is truly performing—or just fooling you with high accuracy? In this episode, we break down the world of evaluation metrics that reveal the real story. For classification, we sp
Behind every powerful deep learning model lies a carefully crafted dataset—and in this episode, we unpack the science of getting it right. From splitting data into training, validation, and test sets to choosing between
Step beyond the basics of building deep learning models and dive into the secrets that make them truly powerful. In this episode, we unravel the art of pushing models past their limits—exploring how techniques like L2 re
Ever wondered why your AI model aced the test but flunked real life? Dive into the shadowy realm of deep learning challenges. This week, we unmask the culprits: overfitting, where models memorize instead of learn, and un
Ever wondered how AI conjures up images, music, and text from thin air? This episode dives deep into the world of Generative AI, exploring its magic through GANs and diffusion models. We’ll unravel the secrets behind adv
Ever wonder how AI seems to 'understand' language, images, even the building blocks of life? This episode dives into the world of foundational models, the AI game-changers trained on massive datasets. We'll explore Large
Ever wondered how machines understand sequences like sentences or stock prices? This episode dives into Recurrent Neural Networks (RNNs), the brains behind processing this data. We'll uncover how they use a hidden state
This episode dives into the fascinating world of Convolutional Neural Networks (CNNs), the deep learning architects behind image and video understanding. We’ll unpack the core: convolution, the magic that finds patterns,
In this new episode we explore Feedforward Neural Networks (FNNs), the simplest form of artificial neural networks. We explore how data flows in one direction, passing through input, hidden, and output layers. Learn abou
Ever wondered how neural networks learn? In this episode, we dive deep into the training process. First, the forward pass calculates the network's output. Then, backpropagation uses the chain rule to compute the gradient
Ready to unravel the mysteries of feedforward neural networks? This episode explores their architecture, the core of many AI systems. We break down the key components: input, hidden, and output layers and the computation
Ever wondered how machines learn like humans? This episode dives into Deep Learning (DL), the rockstar of machine learning. We'll explore how DL uses artificial neural networks (ANNs), mimicking the brain's structure, to
Ever wondered how machines learn? This episode dives into the fascinating world of machine learning, exploring its core types: supervised, unsupervised, semi-supervised, and reinforcement learning. We’ll uncover the algo
Join us on a journey through the fascinating world of Artificial Intelligence — from its visionary beginnings to today’s groundbreaking innovations. In this episode, we break down the core concepts of AI, explore the evo
Explore the fascinating world of Artificial Intelligence, where big ideas meet clear explanations. From the fundamentals of machine learning and neural networks to advanced deep learning models like CNNs, RNNs, and gener
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“The Neural Journey” – An exploration of AI concepts for the curious is hosted by Mike Welponer. The show is categorised under technology and has published 17 episodes.
“The Neural Journey” – An exploration of AI concepts for the curious has published 17 episodes.
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