The Neural Network Mysteries: Under the Hood of AI

Technology

The Neural Network Mysteries: Under the Hood of AI

Decoding the secrets of neural networks step by step, this series will guide technology enthusiasts, industry professionals, and CS students through the intricate world of neural networks—from their historical roots to future implications.

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8 episodes59 min total

First episode free — Listen now, no account required

Episodes

The Birth of Neural Networks

The Birth of Neural Networks

Explore the early history of neural networks, tracing back to foundational theories and the key innovations that sparked modern AI. Understand the his...

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Inside a Perceptron: Basics Explained

Inside a Perceptron: Basics Explained

Delve into the fundamental structure of a perceptron, the simplest form of a neural network. Learn how perceptrons process information through inputs,...

From Input to Output: Activation Functions

From Input to Output: Activation Functions

Discover how activation functions transform inputs into outputs in neural networks. Explore different types of activation functions and their roles in...

The Secret Sauce: Backpropagation

The Secret Sauce: Backpropagation

Unveil the role of backpropagation in training neural networks. Understand how this algorithm adjusts weights to minimize error, making models more ac...

Unpacking Convolutional Networks

Unpacking Convolutional Networks

Dive into convolutional neural networks and their application in image processing. Examine how these networks use layers and feature mapping to identi...

Neural Networks in the Real World

Neural Networks in the Real World

Explore real-world applications of neural networks across different sectors, from healthcare to autonomous vehicles. Analyze case studies to understan...

Future Trends in Neural Networks

Future Trends in Neural Networks

Forecast upcoming trends in neural network development, focusing on emerging technologies like quantum computing and AI ethics. Consider how future ad...

Ethics and Neural Network Applications

Ethics and Neural Network Applications

Delve into the ethical considerations of implementing neural networks in various sectors. Understand potential biases and discuss frameworks for respo...

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