Data scientist Dr. James McCaffrey begins a series on presenting and explaining the most common modern techniques used for neural networks, for which over the past couple of years there have been many ...

This video is an overall package to understand Dropout in Neural Network and then implement it in Python from scratch.

However, these neural libraries are very complex and require significant time and effort to learn. For many problems, a simple neural network with a single hidden layer is effective, and implementing ...

We will create a Deep Neural Network python from scratch. We are not going to use Tensorflow or any built-in model to write the code, but it's entirely from scratch in python. We will code Deep Neural ...

While you can train simple neural networks with relatively small amounts of training data with TensorFlow, for deep neural networks with large training datasets you really need to use CUDA-capable ...