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...
Some time ago I published a blog post about creating chatbots using Azure Bot Service. Today I would like to describe how to develop possibilities of your chatbot by using QnA Maker. It is another Cognitive Service that increases the intelligence of the Bot Framework. What is it about?...
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...
I am sure you have encountered a chatbot somewhere before. More and more companies such as online stores or those offering support in various aspects use this solution. This is especially useful if potential customers ask some recurring questions or report similar problems. The company can then prepare standard...
I am sure you know Microsoft Outlook. You probably use it at home, at work or in college. It may happen that at your work exists an internal project management system and office assistants would like the meetings added there to be automatically joined to the calendar in Microsoft...
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...
