Deep Learning

This course provides fundamentals of deep learning concepts and models are provided by means of the Keras and TensorFlow and it details how deep learning models work and which tools can be used for deep learning development. Throughout the course, students will learn the applications of deep learning models in the areas of supervised learning,...

This Deep Learning with TensorFlow course focuses on TensorFlow. If you are new to the subject of deep learning, consider taking our Deep Learning Fundamentals course first. Traditional neural networks rely on shallow nets, composed of one input, one hidden layer and one output layer. Deep-learning networks are distinguished from these ordinary neural networks having...

Deep learning is a sub-branch of artificial intelligence known for its ability to learn from large data sets, which creates complex data representations using a type of algorithm called artificial neural networks. Deep learning algorithms can automatically learn patterns within the data and make predictions using these features. Deep learning has a wide range of applications...