<Business, Technology/>How to integrate digital technology into your e-commerce business
As the owner or manager of an e-commerce business, you likely already know how important technology is in today’s market. The brick-and-mortar stores of yesterday are quickly becoming a thing
<Business, Technology/>Use Early Stopping to halt the training of neural networks at the correct time
A problem with training neural networks is in the selection of the number of training epochs to use. A lot of epochs can cause overfitting of the training dataset, while too
<Business, Technology/>Training-validation-test split and cross-validation performed right
One critical step within machine learning is the selection of model. An apt model with relevant hyperparameter is the foundation to a good forecasting outcome. When we are encountered with
<Business, Technology/>An intro to recurrent neural networks and the math that drives it
With regards to sequential or time series data, conventional feedforward networks can’t be leveraged for learning and forecasting/prediction. A mechanism is needed that can retain historical data to predict the
<Business, Technology/>How to code the GAN Training Algorithm and Loss Functions
The Generative Adversarial Network, or GAN for short, is an architecture for training of a generative model. The architecture is consisted of dual models. The generator that we are concerned with,
<Business, Technology/>How to implement Wasserstein Loss for Generative Adversarial Networks
The Wasserstein Generative Adversarial Network, or Wasserstein GAN is an extension to the generative adversarial network (GAN) that both enhances the stability during training of the model and furnishes a
<Business, Technology/>Deep learning frameworks for human activity identification
Human activity recognition, or HAR in short, is a difficult time series classification activity. It consists of forecasting the movement of an individual on the basis of sensor information and
<Business, Technology/>Vulnerability Assessment vs. Penetration Test
There are several perspectives on what the difference is between a vulnerability assessment versus a penetration test. The primary distinction, appears to be that many hold the belief a comprehensive
