Reza Bagheri

The math behind neural networks visually explained Reza Bagheri · Follow Published in Towards Data Science · 27 min read · 16 hours ago — Image generated using DALL-E Artificial neural networks are the most powerful and at the same time the most complicated machine learning models. They are particularly useful for complex tasks where traditional machine learning algorithms fail. The main advantage of neural networks is their ability to learn intricate patterns and relationships

The math and intuition behind the softmax function and its application in neural networks and softmax regression Reza Bagheri · Follow Published in Towards Data Science · 25 min read · 12 hours ago — Image generated using DALL.E The softmax function is one of the most important functions in statistics and machine learning. It takes a vector of K real numbers and converts it into a vector of K probabilities that sum to 1.