Neural Networks and Linear Regression

Neural Networks and Linear Regression

On Friday, someone asked me about linear regression with neural networks.  I didn’t have a good answer – I knew that you *could* do linear... Details
My Neural Networks from the Ground Up Talk from Philly Azure DataFest

My Neural Networks from the Ground Up Talk from Philly Azure DataFest

Here’s my talk from the Azure Data Fest Philly 2020 last week! Neural networks are an essential element of many advanced artificial intelligence (AI) solutions.... Details
Natural Images That Can Fool Neural Networks

Natural Images That Can Fool Neural Networks

Two Minute Papers examines the The paper "Natural Adversarial Examples" Dataset and code are available on GitHub. Details
Build a Recurrent Neural Network from Scratch in Python – An Essential Read for Data Scientists

Build a Recurrent Neural Network from Scratch in Python

Here is an interesting read on RNNs and how to build one from scratch in Python. Humans do not reboot their understanding of language each... Details
Neural Network Architectures

Neural Network Architectures

Steve Brunton describes the wide variety of neural network architectures available to solve various problems in this lecture.  Book website: http://databookuw.com/ Steve Brunton's website: eigensteve.com Details
Why Are Neural Networks Not the Answer to Everything?

Why Are Neural Networks Not the Answer to Everything

While the hype around neural networks may have some ground truth to it, they are not the answer to every single problem. Here's a great... Details

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