Genetic Algorithms Offer Best Solution for Neural Network Optimization

Amazon's Alexa Science researchers published a paper providing a theoretical basis for neural-network optimization. While showing that it is computationally intractable to find a perfect... Details
3 ways to create a Keras model with TensorFlow 2.0 (Sequential, Functional, and Model Subclassing)

3 Ways to Create a Keras Model with TensorFlow 2.0

Here's a great write-up on three ways on how to create a TensorFlow model in Keras. Keras and TensorFlow 2.0 provide you with three methods... Details

Neural Networks from the Ground Up

Speaking neural networks, here’s a live recording of my talk from Azure Data Fest Fall 2019 in Reston In this session, I explain Neural Networks... Details
Building a custom machine learning model on Android with Tensorflow Lite

Neural Networks from the Ground Up

Continuing our live coverage of Azure Data Fest Fall 2019 in Reston is this session by Frank La Vigne. Neural Networks from the Ground Up... Details
How to Write Cutting Edge CNNs in Pytorch

How to Write Cutting Edge CNNs in Pytorch

Machine Learning with Phil explores how to write modular convolutional neural networks in Pytorch. This will make our code more maintainable, more extensible, and more... Details
Deep Learning and Neural Networks with Python and Pytorch

Deep Learning and Neural Networks with Python and Pytorch

Here’s a great tutorial on how to build out a neural network with Python in PyTorch. Details
How Backpropagation Works

How Backpropagation Works

Brandon Rohrer explains back propagation using plumbing. Details

Build Your First Neural Network with Keras

What exactly is the difference is between Keras and TensorFlow? ! Keras is actually integrated into TensorFlow. It’s a wrapper around the TensorFlow backend Technically... Details
Adversarial Attacks on Neural Networks

Adversarial Attacks on Neural Networks

Two Minute Papers explores the paper "Adversarial Examples Are Not Bugs, They Are Features" in this video. Details
A Quick Primer on Feedforward Neural Networks

A Quick Primer on Feedforward Neural Networks

A lot of the recent advancements in AI are based upon deep learning technology. While there are many classic machine learning algorithms based around statistical algorithms, deep... Details