Andrew Ng is famous for his Stanford machine learning course provided on Coursera. In 2017, he released a five-part course […]
Search results for "transfer learning"
9 Applications of Deep Learning for Computer Vision
The field of computer vision is shifting from statistical methods to deep learning neural network methods. There are still many […]
3 Levels of Deep Learning Competence
Deep learning is not a magic bullet, but the techniques have shown to be highly effective in a large number […]
Framework for Better Deep Learning
Modern deep learning libraries such as Keras allow you to define and start fitting a wide range of neural network […]
How to use Data Scaling Improve Deep Learning Model Stability and Performance
Deep learning neural networks learn how to map inputs to outputs from examples in a training dataset. The weights of […]
Understand the Impact of Learning Rate on Neural Network Performance
Deep learning neural networks are trained using the stochastic gradient descent optimization algorithm. The learning rate is a hyperparameter that […]
Practical Deep Learning for Coders (Review)
Practical deep learning is a challenging subject in which to get started. It is often taught in a bottom-up manner, […]
A Gentle Introduction to Activation Regularization in Deep Learning
Deep learning models are capable of automatically learning a rich internal representation from raw input data. This is called feature […]
A Gentle Introduction to Deep Learning Caption Generation Models
Caption generation is the challenging artificial intelligence problem of generating a human-readable textual description given a photograph. It requires both […]
Best Practices for Text Classification with Deep Learning
Text classification describes a general class of problems such as predicting the sentiment of tweets and movie reviews, as well […]