AI News, Exploring Deep Learning & CNNs

Exploring Deep Learning & CNNs

The breakthrough came in 2006, when three separate groups developed methods to overcome the difficulties that encountered when trying to train deep neural networks. The heads of these three groups (Geoffrey Hinton, Yann LeCun and Yoshua Bengio) are recognized as the fathers of the age of deep learning.

Together, they have ushered in a new epoch in machine learning, bringing new life into neural networks when many had given up on them years ago.

and finally using GPUs to accommodate the considerable computational costs incurred by deep neural network models combined with large datasets.

But what *is* a Neural Network? | Deep learning, chapter 1

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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 ...

What is backpropagation really doing? | Deep learning, chapter 3

What's actually happening to a neural network as it learns? Next video: Training data generation: Find .

Batch Normalization (“batch norm”) explained

Let's discuss batch normalization, otherwise known as batch norm, and show how it applies to training artificial neural networks. We also briefly review general ...

Artificial Neural Network Tutorial - Part 3 | Deep Learning With Neural Networks | CloudxLab

Machine Learning & Deep Learning Specialization Training: ) This CloudxLab Artificial Neural Networks tutorial helps you to understand ..

Artificial Neural Network Tutorial - Part 1 | Deep Learning With Neural Networks | CloudxLab

Machine Learning & Deep Learning Specialization Training: ) This CloudxLab Artificial Neural Networks tutorial helps you to understand ..

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 ...

How to Make a Neural Network - Intro to Deep Learning #2

How do we learn? In this video, I'll discuss our brain's biological neural network, then we'll talk about how an artificial neural network works. We'll create our own ...

Lecture 10: Neural Machine Translation and Models with Attention

Lecture 10 introduces translation, machine translation, and neural machine translation. Google's new NMT is highlighted followed by sequence models with ...

Artificial Neural Network Tutorial - Part 2 | Deep Learning With Neural Networks | CloudxLab

Machine Learning & Deep Learning Specialization Training: ) This CloudxLab Artificial Neural Networks tutorial helps you to understand ..