After previously discussing permutations, Dr. James McCaffrey of Microsoft Research uses step-by-step examples and full code presentations to explore combinations.
- By James McCaffrey
- 07/20/2022
Visual Studio 2022 has been out for some eight months now, but it still lacks full support for SQL Server Reporting Services (SSRS) and SQL Server Integration Services (SSIS), a top feature request.
"Performance is always high on our priorities in EF Core," Microsoft said in announcing the new Entity Framework Core 7 Preview 6 release, which the company dubbed the "performance edition."
Exploring the special relationship among VS Code, Python and data science, which has resulted in nearly 158 million installs of related Microsoft dev tools and numerous No. 1 rankings in various surveys.
Get ready to use the BigInteger data type as Dr. James McCaffrey of Microsoft Research demonstrates zero-based mathematical permutations with C#.
- By James McCaffrey
- 07/05/2022
Microsoft shipped fourth previews for .NET 7 (including ASP.NET Core) and Entity Framework 7, along with an unusual Release Candidate 3 for .NET MAUI, the evolution of Xamarin.Forms that adds support for building desktop apps.
Entity Framework Core 7 (EF7) Preview 3 is out with improvements to the update pipeline along with initial preview support for scaffolding (database-first) templates and more.
CIFAR-10 problems analyze crude 32 x 32 color images to predict which of 10 classes the image is. Here, Dr. James McCaffrey of Microsoft Research shows how to create a PyTorch image classification system for the CIFAR-10 dataset.
- By James McCaffrey
- 04/11/2022
CIFAR-10 problems analyze crude 32 x 32 color images to predict which of 10 classes the image is. Here, Dr. James McCaffrey of Microsoft Research explains how to get the raw source CIFAR-10 data, convert it from binary to text and save it as a text file that can be used to train a PyTorch neural network classifier.
- By James McCaffrey
- 04/01/2022
This demo from Dr. James McCaffrey of Microsoft Research of creating a prediction system for IMDB data using an LSTM network can be a guide to create a classification system for most types of text data.
- By James McCaffrey
- 03/21/2022
Dr. James McCaffrey of Microsoft Research shows how to get the raw source IMDB data, read the movie reviews into memory, parse and tokenize the reviews, create a vocabulary dictionary and convert the reviews to a numeric form.
- By James McCaffrey
- 03/03/2022
Microsoft's new-age, open source, cross-platform data access tech doesn't run on the old, proprietary, Windows-only .NET Framework.
Dr. James McCaffrey of Microsoft Research details the "Hello World" of image classification: a convolutional neural network (CNN) applied to the MNIST digits dataset.
- By James McCaffrey
- 02/15/2022
Dr. James McCaffrey of Microsoft Research demonstrates how to fetch and prepare MNIST data for image recognition machine learning problems.
- By James McCaffrey
- 02/01/2022
The Microsoft-initiated OData protocol introduced way back in 2007 is in need of an update, the company said in announcing the next-gen version: OData NxT.