Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep ...

This project leverages deep learning to identify crop diseases from images. Built with TensorFlow, the app allows users to upload crop images and predicts the disease. It features a user-friendly ...

DO trends have complex nonlinear characteristics. Therefore, the accurate prediction of DO is challenging. On this basis, a two-dimensional data-driven convolutional neural network model (2DD-CNN) is ...

Book Abstract: This is an essential resource for beginners and experienced practitioners in machine learning ... such as multilayer perceptrons for financial forecasting, radial basis function ...

which will seriously degrade the network performance. To solve this problem, a key node identification model based on Graph Convolutional Networks (GCN), named KNIGCN, is proposed. Specifically, the ...

TensorFlow is a popular open-source machine learning framework used to train neural networks for a range of tasks ... With each one offering its own unique features and experience levels, beginners ...