John PaceKeras LearningRateScheduler Callback — Making Changes on the FlyImage from https://sawsonskates.com/sanding-wood-projects/Nov 11, 2020Nov 11, 2020
John PaceKeras Tensorboard Callback — See What’s Happening As It’s HappeningThis post is part 3 of my 4 part series on Keras Callbacks. A callback is an object that can perform actions at various stages of training…Sep 11, 2020Sep 11, 2020
John PaceKeras ModelCheckpoint Callback — Yet Another Great One!This is Part 2 in my short series on Keras Callbacks. As I stated previously, a callback is an object that can perform actions at various…Sep 4, 2020Sep 4, 2020
John PaceI Love Keras EarlyStoppingTraining neural networks is an iterative process that can be very time consuming. Rarely do you get the optimal model on your first…Sep 1, 2020Sep 1, 2020
John PaceMy top six machine learning and deep learning online video seriesMachine learning and deep learning are not trivial subjects. The breadth of the material is pretty amazing. How in the world can we wrap…Jun 18, 2020Jun 18, 2020
John PaceHyperparameters for Classifying Images with Convolutional Neural Networks — Part 2 — Batch SizeIn this two part series, I discuss what I consider to be two of the most important hyperparameters that are set when training…Jun 17, 2020Jun 17, 2020
John PaceHyperparameters for Classifying Images with Convolutional Neural Networks — Part 1 — Learning RateIn this two part series, I am going to discuss what I consider to be two of the most important hyperparameters that are set when training…Jun 15, 2020Jun 15, 2020
John Pace5 Ways AI is Being Used in the Fight Against COVID-19People have asked me about how Artificial Intelligence (AI) is being used in the fight against COVID-19. The answer is that it is being…Apr 17, 2020Apr 17, 2020
John PaceCurious how to Operationalize Machine Learning Models?Customers often ask me about how to operationalize the machine learning models they have created. It’s common that they have the model…Apr 1, 2020Apr 1, 2020
John PaceHow Much Is Your Time Worth?Data science, at its core, is about time. Time to increasing sales, time to finding cures for diseases, time to understanding. Thus, it is…Apr 1, 2020Apr 1, 2020
