A gentle horror story about a friendly function that turns fear into probabilities. On a foggy night, in a valley … Más
Categoría: ARTIFICIAL INTELLIGENCE AI
ARTIFICIAL INTELLIGENCE (10) – Deep learning (8) A Very Simple Guide to Binary Classification
Imagine you have a big box of toys, and you want to separate them into two groups: Toys you want … Más
ARTIFICIAL INTELLIGENCE (9) – Deep learning (7) The Backpropagation algorithm
Backpropagation is a method used to teach a neural network how to make better predictions. The idea is similar to … Más
ARTIFICIAL INTELLIGENCE (8) – Deep learning (6) Gradient-based learning applied to document recognition (1)
In recent years, machine learning—especially neural networks—has become increasingly important in designing pattern recognition systems. The availability of effective learning … Más
ARTIFICIAL INTELLIGENCE (7) – Deep learning (5) Transfer learning. Shallow Classifier
In many machine learning problems, we do not have enough labeled data to train a deep neural network from scratch. … Más
ARTIFICIAL INTELLIGENCE (6) – Deep learning (4) Pooling In Convolutional Neural Networks
Convolutional Neural Networks (CNNs) are a core technology in modern computer vision, enabling tasks such as image classification, object detection, … Más
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