Keras Learning Rate Schedulers: StepDecay and ExponentialDecay
Introduction to Learning Rate Schedulers Learning rate schedulers are essential tools in the field of machine learning, particularly when training […]
Keras BatchNormalization Layer: Why and How to Use It
Introduction to BatchNormalization BatchNormalization is a crucial technique in deep learning that addresses some of the challenges faced during the
Keras Model Summary: A Line-by-Line Explanation
Introduction to Keras Model Summary Keras is a high-level open-source neural network library written in Python, designed to simplify the
Keras Model Evaluation Metrics: Accuracy, Loss, and More
Introduction to Keras and Model Evaluation Keras is an open-source deep learning library that offers a streamlined interface for building
Keras Dropout Layer: A Key to Preventing Overfitting in Neural Networks
Introduction to Overfitting in Neural Networks Overfitting is a critical concern in the realm of machine learning, particularly when developing
The Keras Embedding Layer for Word Representations
Introduction to Word Representations In the realm of natural language processing (NLP), the transformation of words into a format that