It has been a long time since .NET version 4.5 was released. To refresh our memory, that happened on August 15th, 2012. Yes, six years ago. Feel old yet? Well, it was not my intention to bum you out but to…
It is not a secret that Craft Conference inspired me, or at least gave me the necessary push to finally start my own blog. Last year I wrote in details about my wonderful experience at this conference and decided to do…
Developing software is not that hard. Especially today, when we have fast processors, many gigabytes of RAM memory and all the fancy tools in the world that help us write and maintain code. The software is everywhere, too. From our cars, telephones, home appliances, and watches, to electrical plants, medical equipment, factories and even light bulbs, everything has some piece of code running somewhere in it.
Motivation is limited. Remember when you had that great idea about that app. Maybe you even started working on it. That app was your ticket to freedom, escape from 9 to 5 rat race, and the mean for you to become a…
There are many blog posts and misconceptions about Repository Pattern, especially since the introduction of the OR/M libraries, like Entity Framework. In this article, we will investigate why this pattern is still useful, what are the benefits of using it…
In the previous article, we covered some topics that are important for understanding Dependency Injection. We considered that Dependency Injection is not just one principle, but an orchestration of many good practices, like Single Responsibility Principle and Dependency Inversion Principle. Apart from that,…
I remember the first time I got on stage with one of my bands. All the rehearsals and practices came down to one moment when we all needed to work together as one. Sounds from our instruments should merge into one, and…
In the previous article, we talked about the way that powerful type of Recurrent Neural Networks - Long Short-Term Memory (LSTM) Networks function. Now, we will see how to implement this kind of networks.
Remember how in the previous article we've said that we can predict text and make speech recognition work so well with Recurrent Neural Networks? The truth is that all the big accomplishments that we assigned to RNNs in the previous article are…
Have you ever wondered how predictive text algorithm works? How exactly does that speech recognition software know our voice? As for image classification, convolutional neural networks were turning the whiles behind the scene, for these kinds of problems we are using Recurrent…
