If you followed previous blog posts on this site, you noticed that we covered a range of math topics that you should know in order to understand concepts behind machine learning, deep learning and artificial intelligence. So far, we went…
Getting into machine learning, deep learning and artificial intelligence is not easy. These are all very cool and interesting topics, and they are being hyped lately, but like with software development, it is not for everybody. Some would say that…
Code that accompanies this article can be downloaded here. Last November TensorFlow celebrated its third birthday. Over the years it became one of the most loved ML frameworks and gathered a massive amount of followers. Google has done a great…
Open-source library TensorFlow.js was introduced about a year ago. However, I didn’t manage to try it out up until now. The idea is to use possibilities of TensorFlow.jsto build and run our machine learning and deep learning modes in a browser or under Node.js.
When I was a kid every almost every superhero had a voice-controlled computer. So you can imagine how my first encounter with Alexa was a profound experience for me. The kid in me was so happy and excited. Of course, then my engineering instincts kicked in and I analyzed how these devices work. Turned out they have neural networks that handle this complicated problem.
The code that accompanies this article can be downloaded here. A couple of days ago news about AI that could detect shoplifters even before they commit the crime surfaced on the web. Not long after that, we could read about the…
The code that accompanies this article can be downloaded here. Open-source library TensorFlow.js was introduced about a year ago. However, I didn't manage to try it out up until now. In this article, we are going to get to know how…
The Deep Learning universe grows every day. The whole field is somewhat in the phase of “crossing the chasm” and entering “pragmatists” phase. Simply put, people use deep learning models for practical problems and with that, they come up with…
Code that accompanies this article can be downloaded here. Several months ago I wrote a series of articles about ML.NET. Back then ML.NET was at its infancy and I used 0.3 version to solve some real-world problems. One of my examples…
There are many variations of Generative Adversarial Networks. GAN Zoo actually became so big that just scrolling through all papers that are utilizing this concept can cause pain in your finger. All jokes aside GANs main concepts changed the world…
