Books (By Me!)
Events (I Speak At!)
2022 DevIntersection Conference
2022 Predictive Analytics World
2022 Black Hat Conference
2022 Fall MLADS Conference
2022 Money 20/20 Conference
2022 DEFCON Conference
2022 G2E Conference
2022 Visual Studio Live Conference
2021 National Homeland Security Conference
2023 ICGRT Conference
2023 CEC eSports Conference
2021 Azure AI Conference
2022 ISC West Conference
-
Recent Posts
Archives
Categories
Category Archives: Conferences
Recap of the Fall 2022 MLADS Conference
I gave a technical talk titled “Simple Unsupervised Anomaly Detection Using a PyTorch Transformer Autoencoder” at the Fall 2022 Machine Learning Artificial Intelligence and Data Science (MLADS) conference. The MLADS conference is an internal event at the large tech company … Continue reading
Posted in Conferences
Leave a comment
Recap of the 2022 Predictive Analytics World Conference
I presented a talk titled “Neural Exotica: Beyond Basic Architectures” at the 2022 Predictive Analytics World conference. The event ran June 19-24 and was in Las Vegas. The Predictive Analytics World (PAW) conference was co-located with the Machine Learning Week … Continue reading
Posted in Conferences
Leave a comment
Recap of the 2022 Machine Learning Week Conference
I presented a workshop titled “Deep Learning in Practice: A Hands-On Introduction” at the 2022 Machine Learning Week conference. The event ran June 19-24 and was in Las Vegas. Machine Learning Week is co-located with the Predictive Analytics World conference. … Continue reading
Posted in Conferences, PAW
Leave a comment
Installing Keras 2.8 on a MacBook Laptop
It had been several months since I used a MacOS machine for machine learning with Keras/TensorFlow so I decided to do some examples to make sure there were no significant breaking changes. I bought a refurbished MacBook Air from the … Continue reading
Posted in Keras, PAW
Leave a comment
Recap of the Spring 2022 MLADS Conference
I gave a short informal talk at the Spring 2022 Machine Learning Artificial Intelligence and Data Science (MLADS) conference. The MLADS conference is an internal event at the large tech company I work for, and so the conference wasn’t open … Continue reading
Posted in Conferences
Leave a comment
IMDB Sentiment Classification Using Keras 2.8 on Windows 11
One of my standard neural network examples is sentiment classification on the IMDB Movie Review dataset. The goal is to predict the sentiment (0 = negative, 1 = positive) of a natural language movie review such as, “The movie was … Continue reading
Posted in Keras, PAW
Leave a comment
IMDB Sentiment Classification Using PyTorch 1.10 on Windows 11
One of my standard neural network examples is sentiment classification on the IMDB Movie Review dataset. The goal is to predict the sentiment (0 = negative, 1 = positive) of a natural language movie review such as, “The movie was … Continue reading
Posted in PAW, PyTorch
Leave a comment
Installing PyTorch 1.10.0 on a MacBook Laptop
I most often use Windows OS machines but I sometimes use Mac and Linux machines too. It had been several months since I had used the PyTorch neural network library on a Mac machine so one weekend I figured I’d … Continue reading
Posted in PAW, PyTorch
Leave a comment
MNIST Image Classification Using Keras 2.8 on Windows 11
One of my standard neural network examples is image classification on the MNIST dataset. The full MNIST (modified National Institure of Standards and Technology) dataset has 60,000 images for training and 10,000 images for testing. Each image is a 28 … Continue reading
Posted in Keras, PAW
Leave a comment
MNIST Image Classification Using PyTorch 1.10 on Windows 11
One of my standard neural network examples is image classification on the MNIST dataset. The full MNIST (modified National Institute of Standards and Technology) dataset has 60,000 images for training and 10,000 images for testing. Each image is a 28 … Continue reading
Posted in PAW, PyTorch
Leave a comment
You must be logged in to post a comment.