With the help of Python and the NumPy add-on package, I'll explain how to implement back-propagation training using momentum.
- By James McCaffrey
- 08/15/2017
Squash the dangers lurking in your SQL queries by setting parameters by way of parameterized queries.
It's a programming language darling of those working in the data science/machine learning space, which might explain why Python takes the top spot in a recent IEEE survey. Plus: .NET Insight Podicast 11 explores coding camps.
- By Michael Domingo
- 07/24/2017
The venerable relational database management system is now feature-complete, with support for Linux and containers running on Linux and Mac OS X, and it's available as a release candidate this week.
It's the third preview for VS 2017 15.3, which sports mostly fit-and-finish improvements of many user-reported issues, and second preview for the .NET/ASP.NET/Entity Framework Core 2.0 trio.
- By Michael Domingo
- 06/29/2017
Microsoft's second release of its open source deep learning framework earlier this month adds support for Java bindings, Spark, and Keras.
- By Michael Domingo
- 06/23/2017
If you're only retrieving an object so that you can read its data, you can reduce your costs by turning off Entity Framework tracking. Which is exactly what you want to do in ASP.NET MVC, as long as you're careful.
Microsoft dubs it the "first globally distributed, multi-model database service delivering turnkey global distribution with guaranteed uptime and millisecond latency at the 99th percentile." Also announced: Azure DB for MySQL and PostGreSQL previews.
Lots of searching through lots of data means potential app performance degradation. Hash codes can speed things up.
If you’re thinking about pursuing a Microsoft Certification, here’s how and why Peter went through the certification process for the second time, including his feedback on some of the resources available to you.
This more fully-fledged version of Microsoft's object relational/mapper is now at the initial beta testing stage, with quicker startups and a number of fixes from the preview, but there's also more work to do to resolve some issues that can impact EF providers. Also: a list of new features of the EF Core 2.0 preview released at Build.
- By Michael Domingo
- 05/25/2017
With previews announced at Microsoft's Build Conference, the database migration service will allow developers to migrate on-premises databases to the cloud without so much as a hiccup.
- By Michael Domingo
- 05/23/2017
The OutputCache attribute is a great way to improve both response time and scaleability, except there are many times when you can’t use it. Here’s how to leverage the HtmlHelper Action method to handle those exceptions.
Microsoft CEO Satya Nadella provided the framework of Microsoft's developer tooling and services so far and a nicely detailed glimpse into future direction. Then EVP Scott Guthrie detailed the vast number of new and upcoming offerings as a preview to the sessions taking place the rest of the week.
- By Michael Domingo
- 05/10/2017
Let's explore factor analysis again, this time using the R ability to tap into OOP, but we won't use the RC model.
- By James McCaffrey
- 05/02/2017