AI News, What is deep learning?

What is deep learning?

There are a myriad of resources to study Deep Learning from a technical perspective, from research papers, tutorials, textbooks and online courses.

An alternative way to think about neural networks (which I have always found to be more expressive) is as a nested function composition so that your network can be written as a composition of competent functions, which are commonly referred to as layers.

The important take away is that incredibly flexible and powerful models can be produced by relatively simple linear algebra (connecting the layers of the network via activation functions over matrix multiplication ) and multivariate calculus (gradients).

Convolutional Neural Networks - Ep. 8 (Deep Learning SIMPLIFIED)

Out of all the current Deep Learning applications, machine vision remains one of the most popular. Since Convolutional Neural Nets (CNN) are one of the best ...

What is a Neural Network - Ep. 2 (Deep Learning SIMPLIFIED)

With plenty of machine learning tools currently available, why would you ever choose an artificial neural network over all the rest? This clip and the next could ...

Deep Belief Nets - Ep. 7 (Deep Learning SIMPLIFIED)

An RBM can extract features and reconstruct input data, but it still lacks the ability to combat the vanishing gradient. However, through a clever combination of ...

Convolutional Networks

This video is part of the Udacity course "Deep Learning". Watch the full course at

How to Make a Text Summarizer - Intro to Deep Learning #10

I'll show you how you can turn an article into a one-sentence summary in Python with the Keras machine learning library. We'll go over word embeddings, ...

Lecture 11 | Detection and Segmentation

In Lecture 11 we move beyond image classification, and show how convolutional networks can be applied to other core computer vision tasks. We show how ...

Convolutional Neural Network (CNN) | Convolutional Neural Networks With TensorFlow | Edureka

TensorFlow Training - ) This Edureka "Convolutional Neural Network Tutorial" video (Blog: ..

Autoencoders Tutorial | Autoencoders In Deep Learning | Tensorflow Training | Edureka

AI & Deep Learning with Tensorflow Training: ** This Edureka video of "Autoencoders Tutorial" provides you ..

An Old Problem - Ep. 5 (Deep Learning SIMPLIFIED)

If deep neural networks are so powerful, why aren't they used more often? The reason is that they are very difficult to train due to an issue known as the ...

Artificial Neural Network Tutorial | Deep Learning With Neural Networks | Edureka

TensorFlow Training - ) This Edureka "Neural Network Tutorial" video (Blog: will .