This activation function prevents collapsing because it adds a extra bit of processing before transfering the output of a neuron. Let's say we have an activationfunction that allows passing of value > 0. If any neuron have value < 0 then their outputare not passed to next layer. By doing these stuffs, activation function introduce non-linearlity.
In a client-server model, a server is an application program that offers a service over a network. The server's code runs first, which opens a port and accepts an incoming request. When a request arrives it forms a response and returns the result to the requester. A program becomes a client when it sends a request to a server and waits for a response.
Computer Scientists uses the concept of abstraction to manage the complexity of a system or a problem. By abstraction we mean, specifying what it does, but not How it does. Applying the same concept of abstraction on the design of data structures give rise to abstract data types or ADTs.
To some extent, every people in the technical field are religious about their technology(programming language, OS, and other). It is quite natural to believe that what we have chose is best. Just like sports, we are so charged with passion, enthusiasm, our all opinion are conspicuously more charged. So we always believe that our choice is greatest of great.
The best answer to question "How often should you commit?" would be "More often than you are doing now". Commit every change that you don't think breaks something, But otherwise, the smaller the changes you commit the better.
KNN algorithm assumes that similar things are near to each other. In KNN we select a number of neighbors of the things we're are interested in and based on the properties of its neighbor we predict something about the thing.
Although a present day artificial neural network resembles the biological neural network/human brain much as a paper plane resembles a supersonic jet, although, ANN have become quite different from the biological neural network, studying the biological neural network- the insipiration for ANN will do only good.
The word vector comes from the Latin for “carrier”, reason might be the nature of vector to move from one location to another. In physics, a Vector is an object that moves around a physical space. In Data Science and Machine Learning we generalize this idea to think vector as a list of attributes of an object.
Festival of Colors Holi, named allegedly after demoness Holika, brings eight rowdy days in March, sometimes late February, when men, women, and children find themselves doused with sacred red powder or splashed with scarlet liquid.
Even though we live in the 21st century where technology is advancing as we had never seen before. Our government cannot fight the complex challenges like global warming, poverty, corruption with industrial age mentality of command-and-control.
As I read through the chapters of Honda Katsuichi’s book "The Nanjing Massacre: A Japanese Journalist Confronts Japan’s National Shame", one sergeant confessed that because a crying baby disturbed him while he was raping the baby's mother, he threw the baby into the boiling water. Was that Sergeant a Human?
A Data Structure, as the name suggests, is a method to store data in a structured way so that it can be easily created, viewed, and managed. A one-liner definition may not be enough to explore Data Structures. So Let's take an example: