Why nonlinear activation functions improve ML performance – with TensorFlow example
Machine Learning is here to stay. More and more organizations are grasping the benefits of the technology, as long as...
Using Teachable Machine for creating TensorFlow models
Although it likely sounds a bit strange, getting started with Machine Learning gets easier day after day. That is –...
Your First Machine Learning Project with TensorFlow and Keras
A few years ago, some people argued that being a data scientist meant that you had the sexiest job of...
Distributed training: TensorFlow and Keras models with Apache Spark
Ever since that particular breakthrough in 2012, deep learning has been an important driver of today’s buzz about Artificial Intelligence....
Tutorial: building a Hot Dog – Not Hot Dog classifier with TensorFlow and Keras
People who start with creating machine learning models, including the deep learning ones / neural networks that are popular today,...
3 Variants of Classification Problems in Machine Learning
The field of machine learning is big and by consequence it can be daunting to start your first machine learning...
TensorFlow Cloud: easy cloud-based training of your Keras model
Training a supervised machine learning model does often require a significant amount of resources. With ever-growing datasets and models that...
Easy install of Jupyter Notebook with TensorFlow and Docker
Being a data scientist could mean that you have the sexiest job of the 21st Century, according to some business...
TensorFlow model optimization: introducing weight clustering
Today’s state-of-the-art deep learning models are deep – which means that they represent a large hierarchy of layers which themselves...
Measuring sparsity during training: TensorFlow PruningSummaries
The human brain is very efficient: it can handle extremely complex cognitive situations with relative ease and energy efficiency. It...
