Top 5 Talks of GrowIT 2018
First of all, let me start this article by stating that GrowIT conference in Novi Sad was awesome. It is the exact thing that was missing in our local IT Community, and it seems that the organizers of the conference ticked off...
Is the Web Becoming the new Native?
Ten years ago not many of us had been fortunate to own a smartphone. Nowadays that number has drastically improved, and it is increasing every single day. The number of daily registered Android and iOS devices is crazy. Take a...
Introduction to Autoencoders
All neural networks architectures lay on the same principles. There are neurons with biases and activation functions connected with weighted connections. However, different problems require the different mix of those neurons and...
Generate Music Using TensorFlow and Python
Not many people know, but apart from doing all techy stuff, I sometimes make music. I even have few EP releases and one album. They are terrible, but hey, it is something to pass the time. Anyhow, after getting deeper into...
Google Search Processing Algorithms – Simplified
When people search for information over search engines such as Google or Yahoo, there are pages generated for every query (abbreviated as SERPs), from which Internet surfers get to choose the option that gives them the best...
Implementing Restricted Boltzmann Machine with Python and TensorFlow
In one of the previous articles, we started learning about Restricted Boltzmann Machine. It was quite a journey since we first had to figure out what energy-based models are, and then to find out how a standard Boltzmann Machine...
Machine Learning to Catch Up with Human Intelligence – The Outcome
With our dependence on technology only becoming stronger and with some recent privacy-destroyed scandals making people worry, robots became the talk of the town once again. Almost every film, TV show, and video game tries to...
Implementing Restricted Boltzmann Machine with .NET Core
The code that accompanies this article can be downloaded here. In the previous article, we had a chance to see what is the Restricted Boltzmann Machine and how it functions and learns. The path was bumpy because first, we needed...
Introduction to Restricted Boltzmann Machines
So far in our artificial neural network journey, we have explored typical statistical models. In general, the entire point of statistical modeling and machine learning is to detect dependencies and connections between input...
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