# Neural Networks

AI Neural Networks

#### How Deep Neural Networks Work

This is part of the End-to-End Machine Learning School Course 193, How Neural Networks Work at https://e2eml.school/193

Neural Networks

#### Introduction to Long Short-Term Memory Networks (LSTM)

This Edureka LSTM Explained video will help you in understanding why we need Recurrent Neural Networks (RNN) and what exactly it is. It also explains few issues with training a Recurrent Neural Network and how to overcome those challenges using LSTMs.

Neural Networks Python

#### Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)

Watch the video and check out the Kaggle notebook with all the code.

Neural Networks

#### Sigmoid Activation Function – Deep Learning Dictionary

What is the sigmoid activation function used in artificial neural networks?

AI Neural Networks

#### Developer Tech Minutes: Swin Transformer

Microsoft researchers developed Swin Transformer, a new model architecture that has significantly outperformed previous dominant convolutional neural networks on broad vision problems. In version 2 of Swin Transformer, they then joined this new architecture with a new learning approach, known as SimMIM, or “A Simple Framework for Masked Image Modeling.” In this Tech Minutes episode, […]

AI Neural Networks

#### Transfer learning and Transformer models (ML Tech Talks)

In this session of Machine Learning Tech Talks, Software Engineer from Google Research, Iulia Turc, will walk us through the recent history of natural language processing, including the current state of the art architecture, the Transformer.

AI Natural Language Processing Neural Networks

#### Illustrated Guide to Transformers Neural Network: A step by step explanation

Transformers are the rage nowadays, but how do they work? This video demystifies the novel neural network architecture with step by step explanation and illustrations on how transformers work. CORRECTIONS: The sine and cosine functions are actually applied to the embedding dimensions and time steps!

AI Neural Networks

#### Neural Networks Explained in 5 minutes

Neural networks reflect the behavior of the human brain, allowing computer programs to recognize patterns and solve common problems in the fields of AI, machine learning, and deep learning. Master Inventor, Martin Keen, makes some important points about neural networks and does it all in 5 minutes.

Neural Networks

#### Neural Network Nodes – Deep Learning Dictionary

What are the nodes that make up an artificial neural network? Watch this video and find out.