Soft computing is a term that refers to a range of computational techniques that are used to solve problems that are difficult or impossible to solve using traditional (i.e., hard) computing methods. These techniques include fuzzy logic, neural networks, evolutionary algorithms, and probabilistic reasoning. Soft computing techniques are often used in situations where the data … Read more
Facebook Reality Labs (FRL) is an American research laboratory focused on developing virtual reality and augmented reality technology. The laboratory is a part of Facebook and is headquartered in Redmond, Washington. The laboratory’s work is divided into three main areas: hardware, software, and content. The hardware team is responsible for developing new hardware products, such … Read more
An evolutionary algorithm (EA) is a type of artificial intelligence (AI) that mimics the process of natural selection in order to generate new, improved solutions to a problem. EAs are used to solve a wide variety of optimization problems, including ones that are difficult or impossible to solve using other methods. The core of an … Read more
In mathematical optimization, stochastic optimization is a method of optimizing a goal function when some of the input parameters are stochastic (that is, random). Many optimization problems in machine learning are stochastic in nature, because the training data is typically a set of examples drawn at random from some larger population. There are two main … Read more
In artificial intelligence, curiosity AI is a subfield of research devoted to developing algorithms that enable computers to be curious, in the sense of exploring their environments in order to learn more about them. One motivation for this research is the belief that curiosity is a key ingredient of human intelligence, and that by endowing … Read more
Semantic search is a type of search engine technology that is designed to improve the search experience for users by understanding the intent behind a user’s query and returning results that are more relevant to that intent. Semantic search technology is based on artificial intelligence and machine learning algorithms that are designed to interpret user … Read more
A personalization engine is a machine learning algorithm that is used to automatically customize content for individual users. It is used to create a personalized experience for each user by automatically selecting and curating content that is most relevant to them. The algorithm is trained on past user behavior data in order to learn what … Read more
Google Duplex is an artificial intelligence (AI) system developed by Google that can engage in conversation with humans to perform certain tasks, such as making restaurant reservations. Duplex can generate and interpret questions, and provide responses accordingly. The system was designed to sound natural, like a real person, and to handle tasks that are typically … Read more
A perceptron is a type of artificial neural network that is used for binary classification tasks. In a binary classification task, there are two possible outcomes, and the goal of the perceptron is to predict which of the two outcomes will occur. The perceptron consists of a input layer and an output layer. The input … Read more
Data labeling is the process of manually assigning labels to data sets so that they can be used by algorithms to learn and improve. This is usually done by humans, but can also be done by automated means such as natural language processing. What is data labeling platform? A data labeling platform is a software … Read more
