Loud and Proud: Verbose in Machine Learning
In machine learning, there are two types: those who like to keep things short and sweet and those who want to explain …
How To Determine Keras Feature Importance
Seeing what features are most important in your models is key to optimizing and increasing model accuracy. Feature importance is one of …
Keras Input Shape: The Beginning of Every Model
Creating different machine learning models in Keras becomes super easy once we understand the fundamentals. Getting the correct output shape starts with …
How to Know Steps Per Epoch Keras (Set This Correctly)
Keras, while powerful, does have many different hyperparameters to choose from. Messing up steps_per_epoch while modeling with the .fit method in Keras …
Dense Layer: The Building Block to Neural Networks
The Dense layer is a critical component in Machine Learning. While the most straightforward layer, the dense layer is still vital in …
Keras Shuffle: A full in-depth guide (Get THIS right)
Deep learning can be tricky, but we have some APIs that help us create wonderful models that can quickly converge to a …
