Tag: Network

It was a few years ago when I stumbled upon calculator dot net and thought this is so simple & the traffic is insane. There has to be others like this. So I set out looking to build websites that were simple. How simple? 1 page simple… think word counters , image resizers, countdown...

Neural network regression is a machine learning technique used for solving regression problems. In regression tasks, the goal is to predict a continuous numeric value (e.g., a price, a temperature, a score) based on input data. Neural networks, a type of deep learning model, can be used for regressi...

There are many ways in which an artificial neural network (ANN) can break down and not perform well. In this blog, we go through some of the essential requirements for getting a feed-forward ANN to work properly for a typical classification problem. The dataset chosen was the “Large Soybean Da...

I have a master's degree in physics and work as an aerospace engineering researcher. Physics and engineering are two distinct sciences that share a desire to understand nature and the ability to model it. The approach of a physicist is more theoretical. The physici...

I will do this with a small Bayesian Network (and some brute force). Each node will represent a choice (we need a zero since not everything is chosen) with the price of each item. Is there a way of choosing some subset of the appetizers to equal 15.05? Learn More

In the realm of artificial intelligence and machine learning, neural networks have emerged as a dominant paradigm for solving complex tasks, from image recognition to natural language processing. At the heart of their success lies a fundamental algorithm known as backpropagation. Backpropagation is ...

In this article, I will walk through the development of an artificial neural network from scratch using NumPy. The architecture of this model is the most basic of all ANNs — a simple feed-forward network. I will also show the Keras equivalent of this model, as I tried to make my impl...

Network analysis is the study of relationships. A bunch of things, at least some of which are connected, makes a graph; when the connections vary in strength, you have a network. In ecology there are two main uses of networks: studying spatial relationships, or social ones. This is a very brief r...

I am planning to sell a new Smart Home Device on Amazon. The perfect addition to any home looking to increase convenience and efficiency. With this device, you can control and monitor your home from your smartphone with features such as remote lighting control, temperature regulation, and even ho...