When developing software, especially one that is responsible for the flow of large amounts of data, we aim to make our code as efficient as possible. In such cases, any improvement is valuable. Therefore, to check the performance of our code, we use benchmarking. This involves turning methods into...
Machine Learning is a broad field in which we can distinguish different types of algorithms. One of them is unsupervised learning, where the learning data is unlabelled. Today I would like to introduce you to K-Means Clustering which is part of unsupervised algorithms that is used to solve clustering...
Image by Colin Behrens from Pixabay As you can know or see according to my other posts, I enjoy exploring and learning new things about Machine Learning and Artificial Intelligence. One aspect that I am investigating is creating ML algorithms in the .NET environment. So far I have used...
At the end of unfortunate 2020, the stable version of Entity Framework Core 5.0 was released. One of the features that appeared there was the improvement of the many-to-many relationship mechanism. In today’s post, I would like to introduce you to what this change is all about. Entity Framework...
Carter is an open-source library that sits on top of ASP.NET Core and allows us to build more elegant routing rather than ASP.NET Controllers, convention routing or attribute routing. It was created by John Shanon, one of the contributors to NancyFX. Therefore, many APIs that are available in Carter...
Microsoft Azure contains many various services. One of them is a service that allows speech translation, which is part of Cognitive Services. How does it work? What is it about? How to use it in your application? In this blog post, I will try to answer these questions and...
More and more has been saying recently about the concept of no code. It is a platform for building applications without coding. You can create software and configure everything using just the mouse, a perfect way for non-technical people. ML.NET Model Builder can be described as a small seed...
Transfer Learning is a popular tool in the field of Deep Learning. It is used to reuse a previously created model for a new problem. Thanks to that you can train neural networks with little data, which significantly saves time and memory resources required. This type of algorithm is...
In my last blog post, I introduced .NET 5.0 whose one of the more important things is C# 9.0. Today I would like to write more about it. C# 9.0 is called as a version that focused on program simplicity and data immutability. Among other things, there appeared a new...
A few weeks ago, on November 10th, .NET 5.0 was released. During the 10th edition of the .NET Conf conference, the details and possibilities of the new version of the framework were presented. In today’s post, I would like to introduce you to the most interesting things that appeared...
