Generative AI and Personalization: How to Increase ROI

Personalization has been a stretch goal for marketers for nearly a decade, but it has produced disappointing results so far. There are a lot of reasons for this, including challenges with data, lack of alignment between what customers want and what your organization has, and so on. But the biggest limit on the impact of …

Neural Network with More Hidden Neurons

Last Updated on January 10, 2023 The traditional model of neural network is called multilayer perceptrons. They are usually made up of a series of interconnected layers. The input layer is where the data enters the network, and the output layer is where the network delivers the output. The input layer is usually connected to …

Building a Softmax Classifier for Images in PyTorch

Last Updated on January 9, 2023 Softmax classifier is a type of classifier in supervised learning. It is an important building block in deep learning networks and the most popular choice among deep learning practitioners. Softmax classifier is suitable for multiclass classification, which outputs the probability for each of the classes. This tutorial will teach …