Explainable AI: Integrated Gradients
Functionality of the Integrated Gradient explained using the example of a sentiment analysis.
Machine Learning
What are Recurrent Neural Networks?
Explanation of Recurrent Neural Networks, including definition, applications, types, and problems.
Understanding the Backpropagation Algorithm
Introduction to the backpropagation algorithm with explanation of the gradient method and error backpropagation.
What are Convolutional Neural Networks (CNN)?
Learn how Convolutional Neural Networks use three-dimensional data for image classification and object recognition.
Gradient Descent – easily explained!
Gradient method explained with examples, learning rate and problems of gradient descent.
What are Artificial Neural Networks?
Artificial neural networks simply explained, including building blocks, layer types, and examples.
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