PinnedZach GravesNeural Network Nodes: Table of Contents & ResourcesA deep learning and neural network library of information and references sources.Aug 16, 2022Aug 16, 2022
Zach GravesWhat and Why Tidy Data? | Neural Network BasicsTidy data is data formulated in a way that makes it easy to manipulate, visualize and model data.Jul 12, 2022Jul 12, 2022
Zach GravesData Frames… with Donuts | Neural Network BasicsData frames are a method of handling data in common coding environments for data science (R, python). They are designed to allow for easy…Jul 5, 2022Jul 5, 2022
Zach GravesHow Deep Learning Predicts Traumatic Brain Injury Outcomes | Neural Network NewsNeurosurgeons have been outperformed by a deep learning neural network in predicting outcomes for patients with traumatic brain injuryJun 22, 2022Jun 22, 2022
Zach GravesNeural Network Basics: Regression … with Donuts!A great application for neural networks and deep learning is a regression task: modeling the relationship between a dependent variable and…Jun 14, 2022Jun 14, 2022
Zach GravesNeural Network Basics: Classification … with Donuts!A great application for deep learning is classification tasks: sorting data into groups based on trends.Jun 10, 2022Jun 10, 2022
Zach GravesHow Dall-E Creates Art with Artificial Intelligence | Neural Network NewsMove over Van-Gogh! Dall-E, a deep learning algorithm, creates works of art with artificial intelligence.Jun 8, 2022Jun 8, 2022
Zach GravesBuilding Neural Networks: Loss FunctionsLoss functions are critical in the training and evaluation of artificial neural networks. A loss function computes the difference between…Jun 7, 2022Jun 7, 2022
Zach GravesNeural Network Structure: Hidden LayersIn deep learning, hidden layers in an artificial neural network are made up of groups of identical nodes that perform mathematical…Jun 4, 2022Jun 4, 2022
Zach GravesNeural Network Types: Deep NetworksA network that is made of two or more hidden layers is classified as a deep neural network. Deep networks are helpful when the trends…Jun 2, 2022Jun 2, 2022
