“The Neural Journey” – An exploration of AI concepts for the curious
Mike Welponer
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S1E14 Building and Training Models
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…
S1E15 Deep Learning Frameworks
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…
S1E14 Metrics for Model Evaluation
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…
S1E13 Dataset Preparation
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…
S1E10 Improving Deep Learning Models
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…
S1E11 Challenges in Deep Learning
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…
S1E10 Generative AI
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…
S1E9 Foundational Models
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…
S1E8 Recurrent Neural Networks (RNNs) and LSTMs
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…
S1E7 Convolutional Neural Networks (CNNs)
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…
S1E6 Feedforward Neural Networks (FNNs)
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…
S1E5 Training Neural Networks
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…
S1E4 Anatomy of Neural Networks
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…
S1E3 What is Deep Learning?
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…
S1E2 Understanding Machine Learning
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.…
S1E1 What is AI? Key Concepts and History
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…
“The Neural Journey” – An exploration of AI concepts for the curious
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…
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“The Neural Journey” – An exploration of AI concepts for the curious has published 17 episodes since July 2025, covering topics in Technology.
“The Neural Journey” – An exploration of AI concepts for the curious is currently dormant with new episodes weekly. Average episode length is 15m.
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